Functional 186
Check 46
2641
2641 instances loaded.
0.000619
0.000146
=== Attribute Selection on all input data ===
Search Method:
Attribute ranking.
Threshold for discarding attributes: 0.005
Attribute Evaluator (supervised, Class (nominal): 47 category):
Correlation Ranking Filter
Ranked attributes:
0.2128 31 Functions added
0.1349 19 levenshteinDistance
0.1293 37 New added
0.1115 22 if added
0.1078 13 newLastChar
0.1048 14 newCyclomaticComplexity
0.1002 12 newFirstChar
0.0865 6 oldLastChar
0.0863 5 oldFirstChar
0.0855 29 Functions diff
0.0723 36 New diff
0.0687 15 numberOfAddedWords
0.0681 26 LOCExecDiff
0.0669 39 Comma diff
0.0659 27 LOCDiff
0.0626 25 cyclomaticDiff
0.0476 30 Functions changed
0.0451 7 oldCyclomaticComplexity
0.0445 16 numberOfDeletedWords
0.0429 28 LOCCommentsDiff
0.0415 32 Cycles diff
0.037 20 numKeywords
0.037 21 keyword
0.0358 35 min and p diff
0.0351 11 newLocBlank
0.0295 34 if diff
0.0287 24 commentsWords
0.0285 33 assignment diff
0.0281 10 newLocExec
0.028 8 newLoc
0.0236 41 methodWord
0.0221 43 changWord
0.022 46 addWord
0.0215 44 finalWord
0.0213 4 oldLocBlank
0.0209 3 oldLocExec
0.0206 1 oldLoc
0.02 18 numberOfDeletedCharacters
0.0197 17 numberOfAddedCharacters
0.0195 9 newLocComments
0.0193 42 returnWord
0.019 45 testWord
0.0171 2 oldLocComments
0.0113 38 Brackets diff
0.0103 40 commentWord
Selected attributes: 31,19,37,22,13,14,12,6,5,29,36,15,26,39,27,25,30,7,16,28,32,20,21,35,11,34,24,33,10,8,41,43,46,44,4,3,1,18,17,9,42,45,2,38,40 : 45
Ending test!
Feature Rank:
30,18,36,21,12,13,11,5,4,28,35,14,25,38,26,24,29,6,15,27,31,19,20,34,10,33,23,32,9,7,40,42,45,43,3,2,0,17,16,8,41,44,1,37,39,46
Feature and score Rank:
Variable: [D@c5bb434 score: 30.0
Variable: [D@c5bb434 score: 0.21284872573339492
Variable: [D@1ddc3c60 score: 18.0
Variable: [D@1ddc3c60 score: 0.13494513707347394
Variable: [D@547c06e5 score: 36.0
Variable: [D@547c06e5 score: 0.12930947707461754
Variable: [D@a2650be score: 21.0
Variable: [D@a2650be score: 0.11145177951182442
Variable: [D@5b0dafda score: 12.0
Variable: [D@5b0dafda score: 0.1078443807505271
Variable: [D@27cea7e7 score: 13.0
Variable: [D@27cea7e7 score: 0.104798169554977
Variable: [D@13b1d6d5 score: 11.0
Variable: [D@13b1d6d5 score: 0.10024365982699834
Variable: [D@2baac7bd score: 5.0
Variable: [D@2baac7bd score: 0.0864996713628775
Variable: [D@1defce6d score: 4.0
Variable: [D@1defce6d score: 0.08625289735897623
Variable: [D@4fcca3a8 score: 28.0
Variable: [D@4fcca3a8 score: 0.08553960656372396
Variable: [D@52d6c3fa score: 35.0
Variable: [D@52d6c3fa score: 0.07226407590762404
Variable: [D@2f3c6132 score: 14.0
Variable: [D@2f3c6132 score: 0.06867613544501644
Variable: [D@4cc34e1e score: 25.0
Variable: [D@4cc34e1e score: 0.06806069043052745
Variable: [D@66b865cd score: 38.0
Variable: [D@66b865cd score: 0.06694889875813845
Variable: [D@215b3f3 score: 26.0
Variable: [D@215b3f3 score: 0.0658813812084164
Variable: [D@4e6c7772 score: 24.0
Variable: [D@4e6c7772 score: 0.06259000798737795
Variable: [D@1809731f score: 29.0
Variable: [D@1809731f score: 0.04760700437672522
Variable: [D@3d3afbde score: 6.0
Variable: [D@3d3afbde score: 0.04511588584196607
Variable: [D@121f5da1 score: 15.0
Variable: [D@121f5da1 score: 0.04451573334162001
Variable: [D@3fe57f77 score: 27.0
Variable: [D@3fe57f77 score: 0.04287116613787462
Variable: [D@6ca7721f score: 31.0
Variable: [D@6ca7721f score: 0.041546024667666964
Variable: [D@6a9905e score: 19.0
Variable: [D@6a9905e score: 0.03696198553071593
Variable: [D@6e33277f score: 20.0
Variable: [D@6e33277f score: 0.03696198553071593
Variable: [D@7ab9e309 score: 34.0
Variable: [D@7ab9e309 score: 0.03583599851397487
Variable: [D@2dd951cb score: 10.0
Variable: [D@2dd951cb score: 0.03510562399215181
Variable: [D@67381f4e score: 33.0
Variable: [D@67381f4e score: 0.029500418276658506
Variable: [D@1047d409 score: 23.0
Variable: [D@1047d409 score: 0.028731566104079273
Variable: [D@2553cca3 score: 32.0
Variable: [D@2553cca3 score: 0.02854698258745362
Variable: [D@42e396cb score: 9.0
Variable: [D@42e396cb score: 0.028132461897601
Variable: [D@650623b6 score: 7.0
Variable: [D@650623b6 score: 0.02801227219036052
Variable: [D@4b4f4483 score: 40.0
Variable: [D@4b4f4483 score: 0.02362082128413086
Variable: [D@70c2af9d score: 42.0
Variable: [D@70c2af9d score: 0.022105659410851845
Variable: [D@2e492a80 score: 45.0
Variable: [D@2e492a80 score: 0.021963810565768144
Variable: [D@7a86a76c score: 43.0
Variable: [D@7a86a76c score: 0.021508471556852274
Variable: [D@4bdc8fe3 score: 3.0
Variable: [D@4bdc8fe3 score: 0.02125157423624129
Variable: [D@2e876f42 score: 2.0
Variable: [D@2e876f42 score: 0.02087485936030528
Variable: [D@49fd5d38 score: 0.0
Variable: [D@49fd5d38 score: 0.020619348348137893
Variable: [D@68f2eac score: 17.0
Variable: [D@68f2eac score: 0.01999234736659416
Variable: [D@29030a09 score: 16.0
Variable: [D@29030a09 score: 0.01973485782462771
Variable: [D@3ceb9d14 score: 8.0
Variable: [D@3ceb9d14 score: 0.01945615354525865
Variable: [D@1f5c032c score: 41.0
Variable: [D@1f5c032c score: 0.01929757368350483
Variable: [D@6059b425 score: 44.0
Variable: [D@6059b425 score: 0.01897430067022624
Variable: [D@51bbb965 score: 1.0
Variable: [D@51bbb965 score: 0.01714913483895372
Variable: [D@31588d7b score: 37.0
Variable: [D@31588d7b score: 0.011311037924072464
Variable: [D@4ee2bd1f score: 39.0
Variable: [D@4ee2bd1f score: 0.010341100490360262
Variable: [D@6337d07a score: 22.0
Variable: [D@6337d07a score: 0.0
Naive Bayes Classifier
Class
Attribute DOCUMENTATION VISUALREPRESENTATION STRUCTURE FUNCTIONAL
(0.48) (0.15) (0.3) (0.07)
================================================================================================================
Functions added
mean 0.1748 0.2512 0.4942 0.4066
std. dev. 0.3899 0.4337 0.525 0.4912
weight sum 1276 402 781 182
precision 1 1 1 1
levenshteinDistance
mean -0.1031 -0.5994 -0.3294 -0.462
std. dev. 0.8643 0.7646 0.8024 0.7785
weight sum 1276 402 781 182
precision 0.0047 0.0047 0.0047 0.0047
New added
mean 0.0321 0.0697 0.1498 0.0824
std. dev. 0.185 0.2546 0.3675 0.275
weight sum 1276 402 781 182
precision 1 1 1 1
if added
mean 0.0261 0.1061 0.0973 0.4322
std. dev. 0.2222 0.3609 0.3533 0.6694
weight sum 1276 402 781 182
precision 1.3333 1.3333 1.3333 1.3333
newLastChar
mean 66.0141 50.708 53.5802 61.0559
std. dev. 38.3378 54.1756 41.6037 46.8765
weight sum 1276 402 781 182
precision 3.2051 3.2051 3.2051 3.2051
newCyclomaticComplexity
mean 1.747 1.1311 1.588 1.5651
std. dev. 1.1486 0.8767 1.4682 1.0374
weight sum 1276 402 781 182
precision 1.7692 1.7692 1.7692 1.7692
newFirstChar
mean 23.582 13.1874 22.7537 20.1026
std. dev. 21.0298 18.3237 22.4291 18.6114
weight sum 1276 402 781 182
precision 18.6667 18.6667 18.6667 18.6667
oldLastChar
mean 49.3314 42.4907 37.2239 39.8695
std. dev. 46.7919 49.507 38.9162 41.8964
weight sum 1276 402 781 182
precision 3.125 3.125 3.125 3.125
oldFirstChar
mean 18.1152 10.5846 14.4793 12.6374
std. dev. 21.356 17.3499 18.8859 18.0202
weight sum 1276 402 781 182
precision 19.1667 19.1667 19.1667 19.1667
Functions diff
mean 0.0456 -0.3761 4.9732 0.0639
std. dev. 1.9382 2.0571 31.3036 1.9382
weight sum 1276 402 781 182
precision 11.629 11.629 11.629 11.629
New diff
mean 0.0214 -0.1166 0.565 -0.0215
std. dev. 0.6508 0.7702 3.73 0.6508
weight sum 1276 402 781 182
precision 3.9048 3.9048 3.9048 3.9048
numberOfAddedWords
mean 0.6388 0.1238 0.729 0.5128
std. dev. 2.5839 0.75 2.8166 1.6478
weight sum 1276 402 781 182
precision 3.1111 3.1111 3.1111 3.1111
LOCExecDiff
mean -0.1087 0.8628 -10.2739 0
std. dev. 4.5761 4.3826 82.0982 3.8539
weight sum 1276 402 781 182
precision 23.1236 23.1236 23.1236 23.1236
Comma diff
mean 0.5164 -0.1188 2.7755 0
std. dev. 2.7944 1.5915 19.4404 1.5915
weight sum 1276 402 781 182
precision 9.549 9.549 9.549 9.549
LOCDiff
mean -2.081 0.6497 -15.2715 -0.1196
std. dev. 9.1259 7.4926 105.1167 3.6275
weight sum 1276 402 781 182
precision 21.7647 21.7647 21.7647 21.7647
cyclomaticDiff
mean -0.5212 -0.09 -0.3466 -0.5769
std. dev. 1.3464 1.1172 1.4695 1.6028
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
Functions changed
mean 0.1829 0.0087 0.251 0.1795
std. dev. 0.6081 0.1944 0.6411 0.4551
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
oldCyclomaticComplexity
mean 0.3949 0.0364 0.2115 0.2757
std. dev. 1.0657 0.3485 1.3152 0.7406
weight sum 1276 402 781 182
precision 2.0909 2.0909 2.0909 2.0909
numberOfDeletedWords
mean 0.393 0.0454 0.467 0.1002
std. dev. 4.9667 1.5196 6.1726 1.5196
weight sum 1276 402 781 182
precision 9.1176 9.1176 9.1176 9.1176
LOCCommentsDiff
mean -2.0814 0.27 -3.1505 0
std. dev. 9.0181 3.9281 21.8014 1.2061
weight sum 1276 402 781 182
precision 7.2368 7.2368 7.2368 7.2368
Cycles diff
mean -0.0019 0 0.072 0
std. dev. 0.4074 0.4074 0.9434 0.4074
weight sum 1276 402 781 182
precision 2.4444 2.4444 2.4444 2.4444
numKeywords
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
keyword
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
min and p diff
mean 1.9332 -0.3201 3.662 0
std. dev. 8.4489 3.7941 25.9393 1.1917
weight sum 1276 402 781 182
precision 7.15 7.15 7.15 7.15
newLocBlank
mean 0 0 2.776 0
std. dev. 8.4032 8.4032 56.3238 8.4032
weight sum 1276 402 781 182
precision 50.4194 50.4194 50.4194 50.4194
if diff
mean 0 0 0.4396 0
std. dev. 3.0119 3.0119 9.3381 3.0119
weight sum 1276 402 781 182
precision 18.0714 18.0714 18.0714 18.0714
commentsWords
mean 1.7551 0.8236 2.5771 3.7102
std. dev. 9.9451 6.508 13.065 19.293
weight sum 1276 402 781 182
precision 2.6071 2.6071 2.6071 2.6071
assignment diff
mean 0 0 0.1362 0
std. dev. 1.6111 1.6111 3.1484 1.6111
weight sum 1276 402 781 182
precision 9.6667 9.6667 9.6667 9.6667
newLocExec
mean 0.1868 0 24.7167 0
std. dev. 39.7197 39.7197 563.7702 39.7197
weight sum 1276 402 781 182
precision 238.3182 238.3182 238.3182 238.3182
newLoc
mean 0.1655 0 33.5233 0
std. dev. 35.1905 35.1905 689.0782 35.1905
weight sum 1276 402 781 182
precision 211.1429 211.1429 211.1429 211.1429
methodWord
mean -0.902 -0.9502 -0.9091 -0.9066
std. dev. 0.3391 0.2174 0.3367 0.343
weight sum 1276 402 781 182
precision 1 1 1 1
changWord
mean -0.9005 -0.9453 -0.9014 -0.9121
std. dev. 0.3455 0.2484 0.3674 0.3196
weight sum 1276 402 781 182
precision 1 1 1 1
addWord
mean -0.8958 -0.9453 -0.9001 -0.8956
std. dev. 0.3641 0.2484 0.3722 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
finalWord
mean -0.9075 -0.9453 -0.9155 -0.9231
std. dev. 0.3156 0.2484 0.3087 0.2665
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocBlank
mean 0 0 1.7465 0
std. dev. 18.9444 18.9444 48.7765 18.9444
weight sum 1276 402 781 182
precision 113.6667 113.6667 113.6667 113.6667
oldLocExec
mean 0 0 17.5634 0
std. dev. 76.2056 76.2056 490.5185 76.2056
weight sum 1276 402 781 182
precision 457.2333 457.2333 457.2333 457.2333
oldLoc
mean 0 0 21.3764 0
std. dev. 77.2917 77.2917 597.0115 77.2917
weight sum 1276 402 781 182
precision 463.75 463.75 463.75 463.75
numberOfDeletedCharacters
mean 0 0 893.4085 0
std. dev. 961.0909 961.0909 24951.5401 961.0909
weight sum 1276 402 781 182
precision 5766.5455 5766.5455 5766.5455 5766.5455
numberOfAddedCharacters
mean 0 0 1041.4166 0
std. dev. 874.566 874.566 28897.9062 874.566
weight sum 1276 402 781 182
precision 5247.3961 5247.3961 5247.3961 5247.3961
newLocComments
mean 1.8579 0 5.015 0
std. dev. 8.005 5.7262 71.1071 5.7262
weight sum 1276 402 781 182
precision 34.3571 34.3571 34.3571 34.3571
returnWord
mean -0.913 -0.9502 -0.9193 -0.9011
std. dev. 0.29 0.2174 0.2905 0.3648
weight sum 1276 402 781 182
precision 1 1 1 1
testWord
mean -0.9114 -0.9502 -0.9117 -0.8956
std. dev. 0.2976 0.2174 0.3258 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocComments
mean 0.2026 0.3216 2.4002 0
std. dev. 10.7733 10.7733 58.0523 10.7733
weight sum 1276 402 781 182
precision 64.64 64.64 64.64 64.64
Brackets diff
mean 0 0 -0.0013 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
commentWord
mean -0.895 -0.9204 -0.895 -0.8901
std. dev. 0.3671 0.3646 0.391 0.4047
weight sum 1276 402 781 182
precision 1 1 1 1
Correctly Classified Instances 987 37.3722 %
Incorrectly Classified Instances 1654 62.6278 %
Kappa statistic 0.1711
Mean absolute error 0.3217
Root mean squared error 0.5218
Relative absolute error 98.7656 %
Root relative squared error 129.3243 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
507 616 39 114 | a = DOCUMENTATION
18 343 3 38 | b = VISUALREPRESENTATION
199 378 84 120 | c = STRUCTURE
39 90 0 53 | d = FUNCTIONAL
Naive Bayes Classifier
Class
Attribute DOCUMENTATION VISUALREPRESENTATION STRUCTURE FUNCTIONAL
(0.48) (0.15) (0.3) (0.07)
================================================================================================================
Functions added
mean 0.1748 0.2512 0.4942 0.4066
std. dev. 0.3899 0.4337 0.525 0.4912
weight sum 1276 402 781 182
precision 1 1 1 1
levenshteinDistance
mean -0.1031 -0.5994 -0.3294 -0.462
std. dev. 0.8643 0.7646 0.8024 0.7785
weight sum 1276 402 781 182
precision 0.0047 0.0047 0.0047 0.0047
New added
mean 0.0321 0.0697 0.1498 0.0824
std. dev. 0.185 0.2546 0.3675 0.275
weight sum 1276 402 781 182
precision 1 1 1 1
if added
mean 0.0261 0.1061 0.0973 0.4322
std. dev. 0.2222 0.3609 0.3533 0.6694
weight sum 1276 402 781 182
precision 1.3333 1.3333 1.3333 1.3333
newLastChar
mean 66.0141 50.708 53.5802 61.0559
std. dev. 38.3378 54.1756 41.6037 46.8765
weight sum 1276 402 781 182
precision 3.2051 3.2051 3.2051 3.2051
newCyclomaticComplexity
mean 1.747 1.1311 1.588 1.5651
std. dev. 1.1486 0.8767 1.4682 1.0374
weight sum 1276 402 781 182
precision 1.7692 1.7692 1.7692 1.7692
newFirstChar
mean 23.582 13.1874 22.7537 20.1026
std. dev. 21.0298 18.3237 22.4291 18.6114
weight sum 1276 402 781 182
precision 18.6667 18.6667 18.6667 18.6667
oldLastChar
mean 49.3314 42.4907 37.2239 39.8695
std. dev. 46.7919 49.507 38.9162 41.8964
weight sum 1276 402 781 182
precision 3.125 3.125 3.125 3.125
oldFirstChar
mean 18.1152 10.5846 14.4793 12.6374
std. dev. 21.356 17.3499 18.8859 18.0202
weight sum 1276 402 781 182
precision 19.1667 19.1667 19.1667 19.1667
Functions diff
mean 0.0456 -0.3761 4.9732 0.0639
std. dev. 1.9382 2.0571 31.3036 1.9382
weight sum 1276 402 781 182
precision 11.629 11.629 11.629 11.629
New diff
mean 0.0214 -0.1166 0.565 -0.0215
std. dev. 0.6508 0.7702 3.73 0.6508
weight sum 1276 402 781 182
precision 3.9048 3.9048 3.9048 3.9048
numberOfAddedWords
mean 0.6388 0.1238 0.729 0.5128
std. dev. 2.5839 0.75 2.8166 1.6478
weight sum 1276 402 781 182
precision 3.1111 3.1111 3.1111 3.1111
LOCExecDiff
mean -0.1087 0.8628 -10.2739 0
std. dev. 4.5761 4.3826 82.0982 3.8539
weight sum 1276 402 781 182
precision 23.1236 23.1236 23.1236 23.1236
Comma diff
mean 0.5164 -0.1188 2.7755 0
std. dev. 2.7944 1.5915 19.4404 1.5915
weight sum 1276 402 781 182
precision 9.549 9.549 9.549 9.549
LOCDiff
mean -2.081 0.6497 -15.2715 -0.1196
std. dev. 9.1259 7.4926 105.1167 3.6275
weight sum 1276 402 781 182
precision 21.7647 21.7647 21.7647 21.7647
cyclomaticDiff
mean -0.5212 -0.09 -0.3466 -0.5769
std. dev. 1.3464 1.1172 1.4695 1.6028
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
Functions changed
mean 0.1829 0.0087 0.251 0.1795
std. dev. 0.6081 0.1944 0.6411 0.4551
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
oldCyclomaticComplexity
mean 0.3949 0.0364 0.2115 0.2757
std. dev. 1.0657 0.3485 1.3152 0.7406
weight sum 1276 402 781 182
precision 2.0909 2.0909 2.0909 2.0909
numberOfDeletedWords
mean 0.393 0.0454 0.467 0.1002
std. dev. 4.9667 1.5196 6.1726 1.5196
weight sum 1276 402 781 182
precision 9.1176 9.1176 9.1176 9.1176
LOCCommentsDiff
mean -2.0814 0.27 -3.1505 0
std. dev. 9.0181 3.9281 21.8014 1.2061
weight sum 1276 402 781 182
precision 7.2368 7.2368 7.2368 7.2368
Cycles diff
mean -0.0019 0 0.072 0
std. dev. 0.4074 0.4074 0.9434 0.4074
weight sum 1276 402 781 182
precision 2.4444 2.4444 2.4444 2.4444
numKeywords
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
keyword
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
min and p diff
mean 1.9332 -0.3201 3.662 0
std. dev. 8.4489 3.7941 25.9393 1.1917
weight sum 1276 402 781 182
precision 7.15 7.15 7.15 7.15
newLocBlank
mean 0 0 2.776 0
std. dev. 8.4032 8.4032 56.3238 8.4032
weight sum 1276 402 781 182
precision 50.4194 50.4194 50.4194 50.4194
if diff
mean 0 0 0.4396 0
std. dev. 3.0119 3.0119 9.3381 3.0119
weight sum 1276 402 781 182
precision 18.0714 18.0714 18.0714 18.0714
commentsWords
mean 1.7551 0.8236 2.5771 3.7102
std. dev. 9.9451 6.508 13.065 19.293
weight sum 1276 402 781 182
precision 2.6071 2.6071 2.6071 2.6071
assignment diff
mean 0 0 0.1362 0
std. dev. 1.6111 1.6111 3.1484 1.6111
weight sum 1276 402 781 182
precision 9.6667 9.6667 9.6667 9.6667
newLocExec
mean 0.1868 0 24.7167 0
std. dev. 39.7197 39.7197 563.7702 39.7197
weight sum 1276 402 781 182
precision 238.3182 238.3182 238.3182 238.3182
newLoc
mean 0.1655 0 33.5233 0
std. dev. 35.1905 35.1905 689.0782 35.1905
weight sum 1276 402 781 182
precision 211.1429 211.1429 211.1429 211.1429
methodWord
mean -0.902 -0.9502 -0.9091 -0.9066
std. dev. 0.3391 0.2174 0.3367 0.343
weight sum 1276 402 781 182
precision 1 1 1 1
changWord
mean -0.9005 -0.9453 -0.9014 -0.9121
std. dev. 0.3455 0.2484 0.3674 0.3196
weight sum 1276 402 781 182
precision 1 1 1 1
addWord
mean -0.8958 -0.9453 -0.9001 -0.8956
std. dev. 0.3641 0.2484 0.3722 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
finalWord
mean -0.9075 -0.9453 -0.9155 -0.9231
std. dev. 0.3156 0.2484 0.3087 0.2665
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocBlank
mean 0 0 1.7465 0
std. dev. 18.9444 18.9444 48.7765 18.9444
weight sum 1276 402 781 182
precision 113.6667 113.6667 113.6667 113.6667
oldLocExec
mean 0 0 17.5634 0
std. dev. 76.2056 76.2056 490.5185 76.2056
weight sum 1276 402 781 182
precision 457.2333 457.2333 457.2333 457.2333
oldLoc
mean 0 0 21.3764 0
std. dev. 77.2917 77.2917 597.0115 77.2917
weight sum 1276 402 781 182
precision 463.75 463.75 463.75 463.75
numberOfDeletedCharacters
mean 0 0 893.4085 0
std. dev. 961.0909 961.0909 24951.5401 961.0909
weight sum 1276 402 781 182
precision 5766.5455 5766.5455 5766.5455 5766.5455
numberOfAddedCharacters
mean 0 0 1041.4166 0
std. dev. 874.566 874.566 28897.9062 874.566
weight sum 1276 402 781 182
precision 5247.3961 5247.3961 5247.3961 5247.3961
newLocComments
mean 1.8579 0 5.015 0
std. dev. 8.005 5.7262 71.1071 5.7262
weight sum 1276 402 781 182
precision 34.3571 34.3571 34.3571 34.3571
returnWord
mean -0.913 -0.9502 -0.9193 -0.9011
std. dev. 0.29 0.2174 0.2905 0.3648
weight sum 1276 402 781 182
precision 1 1 1 1
testWord
mean -0.9114 -0.9502 -0.9117 -0.8956
std. dev. 0.2976 0.2174 0.3258 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocComments
mean 0.2026 0.3216 2.4002 0
std. dev. 10.7733 10.7733 58.0523 10.7733
weight sum 1276 402 781 182
precision 64.64 64.64 64.64 64.64
Brackets diff
mean 0 0 -0.0013 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
commentWord
mean -0.895 -0.9204 -0.895 -0.8901
std. dev. 0.3671 0.3646 0.391 0.4047
weight sum 1276 402 781 182
precision 1 1 1 1
Correctly Classified Instances 958 36.2741 %
Incorrectly Classified Instances 1683 63.7259 %
Kappa statistic 0.1626
Mean absolute error 0.3256
Root mean squared error 0.5249
Relative absolute error 99.9701 %
Root relative squared error 130.0875 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
480 623 41 132 | a = DOCUMENTATION
22 342 3 35 | b = VISUALREPRESENTATION
185 378 84 134 | c = STRUCTURE
39 91 0 52 | d = FUNCTIONAL
Naive Bayes Classifier
Class
Attribute DOCUMENTATION VISUALREPRESENTATION STRUCTURE FUNCTIONAL
(0.48) (0.15) (0.3) (0.07)
================================================================================================================
Functions added
mean 0.1748 0.2512 0.4942 0.4066
std. dev. 0.3899 0.4337 0.525 0.4912
weight sum 1276 402 781 182
precision 1 1 1 1
levenshteinDistance
mean -0.1031 -0.5994 -0.3294 -0.462
std. dev. 0.8643 0.7646 0.8024 0.7785
weight sum 1276 402 781 182
precision 0.0047 0.0047 0.0047 0.0047
New added
mean 0.0321 0.0697 0.1498 0.0824
std. dev. 0.185 0.2546 0.3675 0.275
weight sum 1276 402 781 182
precision 1 1 1 1
if added
mean 0.0261 0.1061 0.0973 0.4322
std. dev. 0.2222 0.3609 0.3533 0.6694
weight sum 1276 402 781 182
precision 1.3333 1.3333 1.3333 1.3333
newLastChar
mean 66.0141 50.708 53.5802 61.0559
std. dev. 38.3378 54.1756 41.6037 46.8765
weight sum 1276 402 781 182
precision 3.2051 3.2051 3.2051 3.2051
newCyclomaticComplexity
mean 1.747 1.1311 1.588 1.5651
std. dev. 1.1486 0.8767 1.4682 1.0374
weight sum 1276 402 781 182
precision 1.7692 1.7692 1.7692 1.7692
newFirstChar
mean 23.582 13.1874 22.7537 20.1026
std. dev. 21.0298 18.3237 22.4291 18.6114
weight sum 1276 402 781 182
precision 18.6667 18.6667 18.6667 18.6667
oldLastChar
mean 49.3314 42.4907 37.2239 39.8695
std. dev. 46.7919 49.507 38.9162 41.8964
weight sum 1276 402 781 182
precision 3.125 3.125 3.125 3.125
oldFirstChar
mean 18.1152 10.5846 14.4793 12.6374
std. dev. 21.356 17.3499 18.8859 18.0202
weight sum 1276 402 781 182
precision 19.1667 19.1667 19.1667 19.1667
Functions diff
mean 0.0456 -0.3761 4.9732 0.0639
std. dev. 1.9382 2.0571 31.3036 1.9382
weight sum 1276 402 781 182
precision 11.629 11.629 11.629 11.629
New diff
mean 0.0214 -0.1166 0.565 -0.0215
std. dev. 0.6508 0.7702 3.73 0.6508
weight sum 1276 402 781 182
precision 3.9048 3.9048 3.9048 3.9048
numberOfAddedWords
mean 0.6388 0.1238 0.729 0.5128
std. dev. 2.5839 0.75 2.8166 1.6478
weight sum 1276 402 781 182
precision 3.1111 3.1111 3.1111 3.1111
LOCExecDiff
mean -0.1087 0.8628 -10.2739 0
std. dev. 4.5761 4.3826 82.0982 3.8539
weight sum 1276 402 781 182
precision 23.1236 23.1236 23.1236 23.1236
Comma diff
mean 0.5164 -0.1188 2.7755 0
std. dev. 2.7944 1.5915 19.4404 1.5915
weight sum 1276 402 781 182
precision 9.549 9.549 9.549 9.549
LOCDiff
mean -2.081 0.6497 -15.2715 -0.1196
std. dev. 9.1259 7.4926 105.1167 3.6275
weight sum 1276 402 781 182
precision 21.7647 21.7647 21.7647 21.7647
cyclomaticDiff
mean -0.5212 -0.09 -0.3466 -0.5769
std. dev. 1.3464 1.1172 1.4695 1.6028
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
Functions changed
mean 0.1829 0.0087 0.251 0.1795
std. dev. 0.6081 0.1944 0.6411 0.4551
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
oldCyclomaticComplexity
mean 0.3949 0.0364 0.2115 0.2757
std. dev. 1.0657 0.3485 1.3152 0.7406
weight sum 1276 402 781 182
precision 2.0909 2.0909 2.0909 2.0909
numberOfDeletedWords
mean 0.393 0.0454 0.467 0.1002
std. dev. 4.9667 1.5196 6.1726 1.5196
weight sum 1276 402 781 182
precision 9.1176 9.1176 9.1176 9.1176
LOCCommentsDiff
mean -2.0814 0.27 -3.1505 0
std. dev. 9.0181 3.9281 21.8014 1.2061
weight sum 1276 402 781 182
precision 7.2368 7.2368 7.2368 7.2368
Cycles diff
mean -0.0019 0 0.072 0
std. dev. 0.4074 0.4074 0.9434 0.4074
weight sum 1276 402 781 182
precision 2.4444 2.4444 2.4444 2.4444
numKeywords
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
keyword
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
min and p diff
mean 1.9332 -0.3201 3.662 0
std. dev. 8.4489 3.7941 25.9393 1.1917
weight sum 1276 402 781 182
precision 7.15 7.15 7.15 7.15
newLocBlank
mean 0 0 2.776 0
std. dev. 8.4032 8.4032 56.3238 8.4032
weight sum 1276 402 781 182
precision 50.4194 50.4194 50.4194 50.4194
if diff
mean 0 0 0.4396 0
std. dev. 3.0119 3.0119 9.3381 3.0119
weight sum 1276 402 781 182
precision 18.0714 18.0714 18.0714 18.0714
commentsWords
mean 1.7551 0.8236 2.5771 3.7102
std. dev. 9.9451 6.508 13.065 19.293
weight sum 1276 402 781 182
precision 2.6071 2.6071 2.6071 2.6071
assignment diff
mean 0 0 0.1362 0
std. dev. 1.6111 1.6111 3.1484 1.6111
weight sum 1276 402 781 182
precision 9.6667 9.6667 9.6667 9.6667
newLocExec
mean 0.1868 0 24.7167 0
std. dev. 39.7197 39.7197 563.7702 39.7197
weight sum 1276 402 781 182
precision 238.3182 238.3182 238.3182 238.3182
newLoc
mean 0.1655 0 33.5233 0
std. dev. 35.1905 35.1905 689.0782 35.1905
weight sum 1276 402 781 182
precision 211.1429 211.1429 211.1429 211.1429
methodWord
mean -0.902 -0.9502 -0.9091 -0.9066
std. dev. 0.3391 0.2174 0.3367 0.343
weight sum 1276 402 781 182
precision 1 1 1 1
changWord
mean -0.9005 -0.9453 -0.9014 -0.9121
std. dev. 0.3455 0.2484 0.3674 0.3196
weight sum 1276 402 781 182
precision 1 1 1 1
addWord
mean -0.8958 -0.9453 -0.9001 -0.8956
std. dev. 0.3641 0.2484 0.3722 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
finalWord
mean -0.9075 -0.9453 -0.9155 -0.9231
std. dev. 0.3156 0.2484 0.3087 0.2665
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocBlank
mean 0 0 1.7465 0
std. dev. 18.9444 18.9444 48.7765 18.9444
weight sum 1276 402 781 182
precision 113.6667 113.6667 113.6667 113.6667
oldLocExec
mean 0 0 17.5634 0
std. dev. 76.2056 76.2056 490.5185 76.2056
weight sum 1276 402 781 182
precision 457.2333 457.2333 457.2333 457.2333
oldLoc
mean 0 0 21.3764 0
std. dev. 77.2917 77.2917 597.0115 77.2917
weight sum 1276 402 781 182
precision 463.75 463.75 463.75 463.75
numberOfDeletedCharacters
mean 0 0 893.4085 0
std. dev. 961.0909 961.0909 24951.5401 961.0909
weight sum 1276 402 781 182
precision 5766.5455 5766.5455 5766.5455 5766.5455
numberOfAddedCharacters
mean 0 0 1041.4166 0
std. dev. 874.566 874.566 28897.9062 874.566
weight sum 1276 402 781 182
precision 5247.3961 5247.3961 5247.3961 5247.3961
newLocComments
mean 1.8579 0 5.015 0
std. dev. 8.005 5.7262 71.1071 5.7262
weight sum 1276 402 781 182
precision 34.3571 34.3571 34.3571 34.3571
returnWord
mean -0.913 -0.9502 -0.9193 -0.9011
std. dev. 0.29 0.2174 0.2905 0.3648
weight sum 1276 402 781 182
precision 1 1 1 1
testWord
mean -0.9114 -0.9502 -0.9117 -0.8956
std. dev. 0.2976 0.2174 0.3258 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocComments
mean 0.2026 0.3216 2.4002 0
std. dev. 10.7733 10.7733 58.0523 10.7733
weight sum 1276 402 781 182
precision 64.64 64.64 64.64 64.64
Brackets diff
mean 0 0 -0.0013 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
commentWord
mean -0.895 -0.9204 -0.895 -0.8901
std. dev. 0.3671 0.3646 0.391 0.4047
weight sum 1276 402 781 182
precision 1 1 1 1
Correctly Classified Instances 969 36.6906 %
Incorrectly Classified Instances 1672 63.3094 %
Kappa statistic 0.17
Mean absolute error 0.3255
Root mean squared error 0.5246
Relative absolute error 99.9522 %
Root relative squared error 130.0195 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
486 605 40 145 | a = DOCUMENTATION
17 346 3 36 | b = VISUALREPRESENTATION
181 385 81 134 | c = STRUCTURE
34 92 0 56 | d = FUNCTIONAL
Naive Bayes Classifier
Class
Attribute DOCUMENTATION VISUALREPRESENTATION STRUCTURE FUNCTIONAL
(0.48) (0.15) (0.3) (0.07)
================================================================================================================
Functions added
mean 0.1748 0.2512 0.4942 0.4066
std. dev. 0.3899 0.4337 0.525 0.4912
weight sum 1276 402 781 182
precision 1 1 1 1
levenshteinDistance
mean -0.1031 -0.5994 -0.3294 -0.462
std. dev. 0.8643 0.7646 0.8024 0.7785
weight sum 1276 402 781 182
precision 0.0047 0.0047 0.0047 0.0047
New added
mean 0.0321 0.0697 0.1498 0.0824
std. dev. 0.185 0.2546 0.3675 0.275
weight sum 1276 402 781 182
precision 1 1 1 1
if added
mean 0.0261 0.1061 0.0973 0.4322
std. dev. 0.2222 0.3609 0.3533 0.6694
weight sum 1276 402 781 182
precision 1.3333 1.3333 1.3333 1.3333
newLastChar
mean 66.0141 50.708 53.5802 61.0559
std. dev. 38.3378 54.1756 41.6037 46.8765
weight sum 1276 402 781 182
precision 3.2051 3.2051 3.2051 3.2051
newCyclomaticComplexity
mean 1.747 1.1311 1.588 1.5651
std. dev. 1.1486 0.8767 1.4682 1.0374
weight sum 1276 402 781 182
precision 1.7692 1.7692 1.7692 1.7692
newFirstChar
mean 23.582 13.1874 22.7537 20.1026
std. dev. 21.0298 18.3237 22.4291 18.6114
weight sum 1276 402 781 182
precision 18.6667 18.6667 18.6667 18.6667
oldLastChar
mean 49.3314 42.4907 37.2239 39.8695
std. dev. 46.7919 49.507 38.9162 41.8964
weight sum 1276 402 781 182
precision 3.125 3.125 3.125 3.125
oldFirstChar
mean 18.1152 10.5846 14.4793 12.6374
std. dev. 21.356 17.3499 18.8859 18.0202
weight sum 1276 402 781 182
precision 19.1667 19.1667 19.1667 19.1667
Functions diff
mean 0.0456 -0.3761 4.9732 0.0639
std. dev. 1.9382 2.0571 31.3036 1.9382
weight sum 1276 402 781 182
precision 11.629 11.629 11.629 11.629
New diff
mean 0.0214 -0.1166 0.565 -0.0215
std. dev. 0.6508 0.7702 3.73 0.6508
weight sum 1276 402 781 182
precision 3.9048 3.9048 3.9048 3.9048
numberOfAddedWords
mean 0.6388 0.1238 0.729 0.5128
std. dev. 2.5839 0.75 2.8166 1.6478
weight sum 1276 402 781 182
precision 3.1111 3.1111 3.1111 3.1111
LOCExecDiff
mean -0.1087 0.8628 -10.2739 0
std. dev. 4.5761 4.3826 82.0982 3.8539
weight sum 1276 402 781 182
precision 23.1236 23.1236 23.1236 23.1236
Comma diff
mean 0.5164 -0.1188 2.7755 0
std. dev. 2.7944 1.5915 19.4404 1.5915
weight sum 1276 402 781 182
precision 9.549 9.549 9.549 9.549
LOCDiff
mean -2.081 0.6497 -15.2715 -0.1196
std. dev. 9.1259 7.4926 105.1167 3.6275
weight sum 1276 402 781 182
precision 21.7647 21.7647 21.7647 21.7647
cyclomaticDiff
mean -0.5212 -0.09 -0.3466 -0.5769
std. dev. 1.3464 1.1172 1.4695 1.6028
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
Functions changed
mean 0.1829 0.0087 0.251 0.1795
std. dev. 0.6081 0.1944 0.6411 0.4551
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
oldCyclomaticComplexity
mean 0.3949 0.0364 0.2115 0.2757
std. dev. 1.0657 0.3485 1.3152 0.7406
weight sum 1276 402 781 182
precision 2.0909 2.0909 2.0909 2.0909
numberOfDeletedWords
mean 0.393 0.0454 0.467 0.1002
std. dev. 4.9667 1.5196 6.1726 1.5196
weight sum 1276 402 781 182
precision 9.1176 9.1176 9.1176 9.1176
LOCCommentsDiff
mean -2.0814 0.27 -3.1505 0
std. dev. 9.0181 3.9281 21.8014 1.2061
weight sum 1276 402 781 182
precision 7.2368 7.2368 7.2368 7.2368
Cycles diff
mean -0.0019 0 0.072 0
std. dev. 0.4074 0.4074 0.9434 0.4074
weight sum 1276 402 781 182
precision 2.4444 2.4444 2.4444 2.4444
numKeywords
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
keyword
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
min and p diff
mean 1.9332 -0.3201 3.662 0
std. dev. 8.4489 3.7941 25.9393 1.1917
weight sum 1276 402 781 182
precision 7.15 7.15 7.15 7.15
newLocBlank
mean 0 0 2.776 0
std. dev. 8.4032 8.4032 56.3238 8.4032
weight sum 1276 402 781 182
precision 50.4194 50.4194 50.4194 50.4194
if diff
mean 0 0 0.4396 0
std. dev. 3.0119 3.0119 9.3381 3.0119
weight sum 1276 402 781 182
precision 18.0714 18.0714 18.0714 18.0714
commentsWords
mean 1.7551 0.8236 2.5771 3.7102
std. dev. 9.9451 6.508 13.065 19.293
weight sum 1276 402 781 182
precision 2.6071 2.6071 2.6071 2.6071
assignment diff
mean 0 0 0.1362 0
std. dev. 1.6111 1.6111 3.1484 1.6111
weight sum 1276 402 781 182
precision 9.6667 9.6667 9.6667 9.6667
newLocExec
mean 0.1868 0 24.7167 0
std. dev. 39.7197 39.7197 563.7702 39.7197
weight sum 1276 402 781 182
precision 238.3182 238.3182 238.3182 238.3182
newLoc
mean 0.1655 0 33.5233 0
std. dev. 35.1905 35.1905 689.0782 35.1905
weight sum 1276 402 781 182
precision 211.1429 211.1429 211.1429 211.1429
methodWord
mean -0.902 -0.9502 -0.9091 -0.9066
std. dev. 0.3391 0.2174 0.3367 0.343
weight sum 1276 402 781 182
precision 1 1 1 1
changWord
mean -0.9005 -0.9453 -0.9014 -0.9121
std. dev. 0.3455 0.2484 0.3674 0.3196
weight sum 1276 402 781 182
precision 1 1 1 1
addWord
mean -0.8958 -0.9453 -0.9001 -0.8956
std. dev. 0.3641 0.2484 0.3722 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
finalWord
mean -0.9075 -0.9453 -0.9155 -0.9231
std. dev. 0.3156 0.2484 0.3087 0.2665
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocBlank
mean 0 0 1.7465 0
std. dev. 18.9444 18.9444 48.7765 18.9444
weight sum 1276 402 781 182
precision 113.6667 113.6667 113.6667 113.6667
oldLocExec
mean 0 0 17.5634 0
std. dev. 76.2056 76.2056 490.5185 76.2056
weight sum 1276 402 781 182
precision 457.2333 457.2333 457.2333 457.2333
oldLoc
mean 0 0 21.3764 0
std. dev. 77.2917 77.2917 597.0115 77.2917
weight sum 1276 402 781 182
precision 463.75 463.75 463.75 463.75
numberOfDeletedCharacters
mean 0 0 893.4085 0
std. dev. 961.0909 961.0909 24951.5401 961.0909
weight sum 1276 402 781 182
precision 5766.5455 5766.5455 5766.5455 5766.5455
numberOfAddedCharacters
mean 0 0 1041.4166 0
std. dev. 874.566 874.566 28897.9062 874.566
weight sum 1276 402 781 182
precision 5247.3961 5247.3961 5247.3961 5247.3961
newLocComments
mean 1.8579 0 5.015 0
std. dev. 8.005 5.7262 71.1071 5.7262
weight sum 1276 402 781 182
precision 34.3571 34.3571 34.3571 34.3571
returnWord
mean -0.913 -0.9502 -0.9193 -0.9011
std. dev. 0.29 0.2174 0.2905 0.3648
weight sum 1276 402 781 182
precision 1 1 1 1
testWord
mean -0.9114 -0.9502 -0.9117 -0.8956
std. dev. 0.2976 0.2174 0.3258 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocComments
mean 0.2026 0.3216 2.4002 0
std. dev. 10.7733 10.7733 58.0523 10.7733
weight sum 1276 402 781 182
precision 64.64 64.64 64.64 64.64
Brackets diff
mean 0 0 -0.0013 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
commentWord
mean -0.895 -0.9204 -0.895 -0.8901
std. dev. 0.3671 0.3646 0.391 0.4047
weight sum 1276 402 781 182
precision 1 1 1 1
Correctly Classified Instances 976 36.9557 %
Incorrectly Classified Instances 1665 63.0443 %
Kappa statistic 0.1703
Mean absolute error 0.3239
Root mean squared error 0.5253
Relative absolute error 99.4396 %
Root relative squared error 130.1921 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
486 628 39 123 | a = DOCUMENTATION
19 350 3 30 | b = VISUALREPRESENTATION
190 402 83 106 | c = STRUCTURE
32 93 0 57 | d = FUNCTIONAL
Naive Bayes Classifier
Class
Attribute DOCUMENTATION VISUALREPRESENTATION STRUCTURE FUNCTIONAL
(0.48) (0.15) (0.3) (0.07)
================================================================================================================
Functions added
mean 0.1748 0.2512 0.4942 0.4066
std. dev. 0.3899 0.4337 0.525 0.4912
weight sum 1276 402 781 182
precision 1 1 1 1
levenshteinDistance
mean -0.1031 -0.5994 -0.3294 -0.462
std. dev. 0.8643 0.7646 0.8024 0.7785
weight sum 1276 402 781 182
precision 0.0047 0.0047 0.0047 0.0047
New added
mean 0.0321 0.0697 0.1498 0.0824
std. dev. 0.185 0.2546 0.3675 0.275
weight sum 1276 402 781 182
precision 1 1 1 1
if added
mean 0.0261 0.1061 0.0973 0.4322
std. dev. 0.2222 0.3609 0.3533 0.6694
weight sum 1276 402 781 182
precision 1.3333 1.3333 1.3333 1.3333
newLastChar
mean 66.0141 50.708 53.5802 61.0559
std. dev. 38.3378 54.1756 41.6037 46.8765
weight sum 1276 402 781 182
precision 3.2051 3.2051 3.2051 3.2051
newCyclomaticComplexity
mean 1.747 1.1311 1.588 1.5651
std. dev. 1.1486 0.8767 1.4682 1.0374
weight sum 1276 402 781 182
precision 1.7692 1.7692 1.7692 1.7692
newFirstChar
mean 23.582 13.1874 22.7537 20.1026
std. dev. 21.0298 18.3237 22.4291 18.6114
weight sum 1276 402 781 182
precision 18.6667 18.6667 18.6667 18.6667
oldLastChar
mean 49.3314 42.4907 37.2239 39.8695
std. dev. 46.7919 49.507 38.9162 41.8964
weight sum 1276 402 781 182
precision 3.125 3.125 3.125 3.125
oldFirstChar
mean 18.1152 10.5846 14.4793 12.6374
std. dev. 21.356 17.3499 18.8859 18.0202
weight sum 1276 402 781 182
precision 19.1667 19.1667 19.1667 19.1667
Functions diff
mean 0.0456 -0.3761 4.9732 0.0639
std. dev. 1.9382 2.0571 31.3036 1.9382
weight sum 1276 402 781 182
precision 11.629 11.629 11.629 11.629
New diff
mean 0.0214 -0.1166 0.565 -0.0215
std. dev. 0.6508 0.7702 3.73 0.6508
weight sum 1276 402 781 182
precision 3.9048 3.9048 3.9048 3.9048
numberOfAddedWords
mean 0.6388 0.1238 0.729 0.5128
std. dev. 2.5839 0.75 2.8166 1.6478
weight sum 1276 402 781 182
precision 3.1111 3.1111 3.1111 3.1111
LOCExecDiff
mean -0.1087 0.8628 -10.2739 0
std. dev. 4.5761 4.3826 82.0982 3.8539
weight sum 1276 402 781 182
precision 23.1236 23.1236 23.1236 23.1236
Comma diff
mean 0.5164 -0.1188 2.7755 0
std. dev. 2.7944 1.5915 19.4404 1.5915
weight sum 1276 402 781 182
precision 9.549 9.549 9.549 9.549
LOCDiff
mean -2.081 0.6497 -15.2715 -0.1196
std. dev. 9.1259 7.4926 105.1167 3.6275
weight sum 1276 402 781 182
precision 21.7647 21.7647 21.7647 21.7647
cyclomaticDiff
mean -0.5212 -0.09 -0.3466 -0.5769
std. dev. 1.3464 1.1172 1.4695 1.6028
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
Functions changed
mean 0.1829 0.0087 0.251 0.1795
std. dev. 0.6081 0.1944 0.6411 0.4551
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
oldCyclomaticComplexity
mean 0.3949 0.0364 0.2115 0.2757
std. dev. 1.0657 0.3485 1.3152 0.7406
weight sum 1276 402 781 182
precision 2.0909 2.0909 2.0909 2.0909
numberOfDeletedWords
mean 0.393 0.0454 0.467 0.1002
std. dev. 4.9667 1.5196 6.1726 1.5196
weight sum 1276 402 781 182
precision 9.1176 9.1176 9.1176 9.1176
LOCCommentsDiff
mean -2.0814 0.27 -3.1505 0
std. dev. 9.0181 3.9281 21.8014 1.2061
weight sum 1276 402 781 182
precision 7.2368 7.2368 7.2368 7.2368
Cycles diff
mean -0.0019 0 0.072 0
std. dev. 0.4074 0.4074 0.9434 0.4074
weight sum 1276 402 781 182
precision 2.4444 2.4444 2.4444 2.4444
numKeywords
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
keyword
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
min and p diff
mean 1.9332 -0.3201 3.662 0
std. dev. 8.4489 3.7941 25.9393 1.1917
weight sum 1276 402 781 182
precision 7.15 7.15 7.15 7.15
newLocBlank
mean 0 0 2.776 0
std. dev. 8.4032 8.4032 56.3238 8.4032
weight sum 1276 402 781 182
precision 50.4194 50.4194 50.4194 50.4194
if diff
mean 0 0 0.4396 0
std. dev. 3.0119 3.0119 9.3381 3.0119
weight sum 1276 402 781 182
precision 18.0714 18.0714 18.0714 18.0714
commentsWords
mean 1.7551 0.8236 2.5771 3.7102
std. dev. 9.9451 6.508 13.065 19.293
weight sum 1276 402 781 182
precision 2.6071 2.6071 2.6071 2.6071
assignment diff
mean 0 0 0.1362 0
std. dev. 1.6111 1.6111 3.1484 1.6111
weight sum 1276 402 781 182
precision 9.6667 9.6667 9.6667 9.6667
newLocExec
mean 0.1868 0 24.7167 0
std. dev. 39.7197 39.7197 563.7702 39.7197
weight sum 1276 402 781 182
precision 238.3182 238.3182 238.3182 238.3182
newLoc
mean 0.1655 0 33.5233 0
std. dev. 35.1905 35.1905 689.0782 35.1905
weight sum 1276 402 781 182
precision 211.1429 211.1429 211.1429 211.1429
methodWord
mean -0.902 -0.9502 -0.9091 -0.9066
std. dev. 0.3391 0.2174 0.3367 0.343
weight sum 1276 402 781 182
precision 1 1 1 1
changWord
mean -0.9005 -0.9453 -0.9014 -0.9121
std. dev. 0.3455 0.2484 0.3674 0.3196
weight sum 1276 402 781 182
precision 1 1 1 1
addWord
mean -0.8958 -0.9453 -0.9001 -0.8956
std. dev. 0.3641 0.2484 0.3722 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
finalWord
mean -0.9075 -0.9453 -0.9155 -0.9231
std. dev. 0.3156 0.2484 0.3087 0.2665
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocBlank
mean 0 0 1.7465 0
std. dev. 18.9444 18.9444 48.7765 18.9444
weight sum 1276 402 781 182
precision 113.6667 113.6667 113.6667 113.6667
oldLocExec
mean 0 0 17.5634 0
std. dev. 76.2056 76.2056 490.5185 76.2056
weight sum 1276 402 781 182
precision 457.2333 457.2333 457.2333 457.2333
oldLoc
mean 0 0 21.3764 0
std. dev. 77.2917 77.2917 597.0115 77.2917
weight sum 1276 402 781 182
precision 463.75 463.75 463.75 463.75
numberOfDeletedCharacters
mean 0 0 893.4085 0
std. dev. 961.0909 961.0909 24951.5401 961.0909
weight sum 1276 402 781 182
precision 5766.5455 5766.5455 5766.5455 5766.5455
numberOfAddedCharacters
mean 0 0 1041.4166 0
std. dev. 874.566 874.566 28897.9062 874.566
weight sum 1276 402 781 182
precision 5247.3961 5247.3961 5247.3961 5247.3961
newLocComments
mean 1.8579 0 5.015 0
std. dev. 8.005 5.7262 71.1071 5.7262
weight sum 1276 402 781 182
precision 34.3571 34.3571 34.3571 34.3571
returnWord
mean -0.913 -0.9502 -0.9193 -0.9011
std. dev. 0.29 0.2174 0.2905 0.3648
weight sum 1276 402 781 182
precision 1 1 1 1
testWord
mean -0.9114 -0.9502 -0.9117 -0.8956
std. dev. 0.2976 0.2174 0.3258 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocComments
mean 0.2026 0.3216 2.4002 0
std. dev. 10.7733 10.7733 58.0523 10.7733
weight sum 1276 402 781 182
precision 64.64 64.64 64.64 64.64
Brackets diff
mean 0 0 -0.0013 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
commentWord
mean -0.895 -0.9204 -0.895 -0.8901
std. dev. 0.3671 0.3646 0.391 0.4047
weight sum 1276 402 781 182
precision 1 1 1 1
Correctly Classified Instances 956 36.1984 %
Incorrectly Classified Instances 1685 63.8016 %
Kappa statistic 0.1627
Mean absolute error 0.3227
Root mean squared error 0.5241
Relative absolute error 99.0957 %
Root relative squared error 129.9009 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
475 619 41 141 | a = DOCUMENTATION
13 338 3 48 | b = VISUALREPRESENTATION
191 379 87 124 | c = STRUCTURE
41 84 1 56 | d = FUNCTIONAL
Naive Bayes Classifier
Class
Attribute DOCUMENTATION VISUALREPRESENTATION STRUCTURE FUNCTIONAL
(0.48) (0.15) (0.3) (0.07)
================================================================================================================
Functions added
mean 0.1748 0.2512 0.4942 0.4066
std. dev. 0.3899 0.4337 0.525 0.4912
weight sum 1276 402 781 182
precision 1 1 1 1
levenshteinDistance
mean -0.1031 -0.5994 -0.3294 -0.462
std. dev. 0.8643 0.7646 0.8024 0.7785
weight sum 1276 402 781 182
precision 0.0047 0.0047 0.0047 0.0047
New added
mean 0.0321 0.0697 0.1498 0.0824
std. dev. 0.185 0.2546 0.3675 0.275
weight sum 1276 402 781 182
precision 1 1 1 1
if added
mean 0.0261 0.1061 0.0973 0.4322
std. dev. 0.2222 0.3609 0.3533 0.6694
weight sum 1276 402 781 182
precision 1.3333 1.3333 1.3333 1.3333
newLastChar
mean 66.0141 50.708 53.5802 61.0559
std. dev. 38.3378 54.1756 41.6037 46.8765
weight sum 1276 402 781 182
precision 3.2051 3.2051 3.2051 3.2051
newCyclomaticComplexity
mean 1.747 1.1311 1.588 1.5651
std. dev. 1.1486 0.8767 1.4682 1.0374
weight sum 1276 402 781 182
precision 1.7692 1.7692 1.7692 1.7692
newFirstChar
mean 23.582 13.1874 22.7537 20.1026
std. dev. 21.0298 18.3237 22.4291 18.6114
weight sum 1276 402 781 182
precision 18.6667 18.6667 18.6667 18.6667
oldLastChar
mean 49.3314 42.4907 37.2239 39.8695
std. dev. 46.7919 49.507 38.9162 41.8964
weight sum 1276 402 781 182
precision 3.125 3.125 3.125 3.125
oldFirstChar
mean 18.1152 10.5846 14.4793 12.6374
std. dev. 21.356 17.3499 18.8859 18.0202
weight sum 1276 402 781 182
precision 19.1667 19.1667 19.1667 19.1667
Functions diff
mean 0.0456 -0.3761 4.9732 0.0639
std. dev. 1.9382 2.0571 31.3036 1.9382
weight sum 1276 402 781 182
precision 11.629 11.629 11.629 11.629
New diff
mean 0.0214 -0.1166 0.565 -0.0215
std. dev. 0.6508 0.7702 3.73 0.6508
weight sum 1276 402 781 182
precision 3.9048 3.9048 3.9048 3.9048
numberOfAddedWords
mean 0.6388 0.1238 0.729 0.5128
std. dev. 2.5839 0.75 2.8166 1.6478
weight sum 1276 402 781 182
precision 3.1111 3.1111 3.1111 3.1111
LOCExecDiff
mean -0.1087 0.8628 -10.2739 0
std. dev. 4.5761 4.3826 82.0982 3.8539
weight sum 1276 402 781 182
precision 23.1236 23.1236 23.1236 23.1236
Comma diff
mean 0.5164 -0.1188 2.7755 0
std. dev. 2.7944 1.5915 19.4404 1.5915
weight sum 1276 402 781 182
precision 9.549 9.549 9.549 9.549
LOCDiff
mean -2.081 0.6497 -15.2715 -0.1196
std. dev. 9.1259 7.4926 105.1167 3.6275
weight sum 1276 402 781 182
precision 21.7647 21.7647 21.7647 21.7647
cyclomaticDiff
mean -0.5212 -0.09 -0.3466 -0.5769
std. dev. 1.3464 1.1172 1.4695 1.6028
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
Functions changed
mean 0.1829 0.0087 0.251 0.1795
std. dev. 0.6081 0.1944 0.6411 0.4551
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
oldCyclomaticComplexity
mean 0.3949 0.0364 0.2115 0.2757
std. dev. 1.0657 0.3485 1.3152 0.7406
weight sum 1276 402 781 182
precision 2.0909 2.0909 2.0909 2.0909
numberOfDeletedWords
mean 0.393 0.0454 0.467 0.1002
std. dev. 4.9667 1.5196 6.1726 1.5196
weight sum 1276 402 781 182
precision 9.1176 9.1176 9.1176 9.1176
LOCCommentsDiff
mean -2.0814 0.27 -3.1505 0
std. dev. 9.0181 3.9281 21.8014 1.2061
weight sum 1276 402 781 182
precision 7.2368 7.2368 7.2368 7.2368
Cycles diff
mean -0.0019 0 0.072 0
std. dev. 0.4074 0.4074 0.9434 0.4074
weight sum 1276 402 781 182
precision 2.4444 2.4444 2.4444 2.4444
numKeywords
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
keyword
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
min and p diff
mean 1.9332 -0.3201 3.662 0
std. dev. 8.4489 3.7941 25.9393 1.1917
weight sum 1276 402 781 182
precision 7.15 7.15 7.15 7.15
newLocBlank
mean 0 0 2.776 0
std. dev. 8.4032 8.4032 56.3238 8.4032
weight sum 1276 402 781 182
precision 50.4194 50.4194 50.4194 50.4194
if diff
mean 0 0 0.4396 0
std. dev. 3.0119 3.0119 9.3381 3.0119
weight sum 1276 402 781 182
precision 18.0714 18.0714 18.0714 18.0714
commentsWords
mean 1.7551 0.8236 2.5771 3.7102
std. dev. 9.9451 6.508 13.065 19.293
weight sum 1276 402 781 182
precision 2.6071 2.6071 2.6071 2.6071
assignment diff
mean 0 0 0.1362 0
std. dev. 1.6111 1.6111 3.1484 1.6111
weight sum 1276 402 781 182
precision 9.6667 9.6667 9.6667 9.6667
newLocExec
mean 0.1868 0 24.7167 0
std. dev. 39.7197 39.7197 563.7702 39.7197
weight sum 1276 402 781 182
precision 238.3182 238.3182 238.3182 238.3182
newLoc
mean 0.1655 0 33.5233 0
std. dev. 35.1905 35.1905 689.0782 35.1905
weight sum 1276 402 781 182
precision 211.1429 211.1429 211.1429 211.1429
methodWord
mean -0.902 -0.9502 -0.9091 -0.9066
std. dev. 0.3391 0.2174 0.3367 0.343
weight sum 1276 402 781 182
precision 1 1 1 1
changWord
mean -0.9005 -0.9453 -0.9014 -0.9121
std. dev. 0.3455 0.2484 0.3674 0.3196
weight sum 1276 402 781 182
precision 1 1 1 1
addWord
mean -0.8958 -0.9453 -0.9001 -0.8956
std. dev. 0.3641 0.2484 0.3722 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
finalWord
mean -0.9075 -0.9453 -0.9155 -0.9231
std. dev. 0.3156 0.2484 0.3087 0.2665
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocBlank
mean 0 0 1.7465 0
std. dev. 18.9444 18.9444 48.7765 18.9444
weight sum 1276 402 781 182
precision 113.6667 113.6667 113.6667 113.6667
oldLocExec
mean 0 0 17.5634 0
std. dev. 76.2056 76.2056 490.5185 76.2056
weight sum 1276 402 781 182
precision 457.2333 457.2333 457.2333 457.2333
oldLoc
mean 0 0 21.3764 0
std. dev. 77.2917 77.2917 597.0115 77.2917
weight sum 1276 402 781 182
precision 463.75 463.75 463.75 463.75
numberOfDeletedCharacters
mean 0 0 893.4085 0
std. dev. 961.0909 961.0909 24951.5401 961.0909
weight sum 1276 402 781 182
precision 5766.5455 5766.5455 5766.5455 5766.5455
numberOfAddedCharacters
mean 0 0 1041.4166 0
std. dev. 874.566 874.566 28897.9062 874.566
weight sum 1276 402 781 182
precision 5247.3961 5247.3961 5247.3961 5247.3961
newLocComments
mean 1.8579 0 5.015 0
std. dev. 8.005 5.7262 71.1071 5.7262
weight sum 1276 402 781 182
precision 34.3571 34.3571 34.3571 34.3571
returnWord
mean -0.913 -0.9502 -0.9193 -0.9011
std. dev. 0.29 0.2174 0.2905 0.3648
weight sum 1276 402 781 182
precision 1 1 1 1
testWord
mean -0.9114 -0.9502 -0.9117 -0.8956
std. dev. 0.2976 0.2174 0.3258 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocComments
mean 0.2026 0.3216 2.4002 0
std. dev. 10.7733 10.7733 58.0523 10.7733
weight sum 1276 402 781 182
precision 64.64 64.64 64.64 64.64
Brackets diff
mean 0 0 -0.0013 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
commentWord
mean -0.895 -0.9204 -0.895 -0.8901
std. dev. 0.3671 0.3646 0.391 0.4047
weight sum 1276 402 781 182
precision 1 1 1 1
Correctly Classified Instances 975 36.9178 %
Incorrectly Classified Instances 1666 63.0822 %
Kappa statistic 0.1665
Mean absolute error 0.322
Root mean squared error 0.5225
Relative absolute error 98.8644 %
Root relative squared error 129.4872 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
492 627 41 116 | a = DOCUMENTATION
16 345 3 38 | b = VISUALREPRESENTATION
201 389 87 104 | c = STRUCTURE
38 93 0 51 | d = FUNCTIONAL
Naive Bayes Classifier
Class
Attribute DOCUMENTATION VISUALREPRESENTATION STRUCTURE FUNCTIONAL
(0.48) (0.15) (0.3) (0.07)
================================================================================================================
Functions added
mean 0.1748 0.2512 0.4942 0.4066
std. dev. 0.3899 0.4337 0.525 0.4912
weight sum 1276 402 781 182
precision 1 1 1 1
levenshteinDistance
mean -0.1031 -0.5994 -0.3294 -0.462
std. dev. 0.8643 0.7646 0.8024 0.7785
weight sum 1276 402 781 182
precision 0.0047 0.0047 0.0047 0.0047
New added
mean 0.0321 0.0697 0.1498 0.0824
std. dev. 0.185 0.2546 0.3675 0.275
weight sum 1276 402 781 182
precision 1 1 1 1
if added
mean 0.0261 0.1061 0.0973 0.4322
std. dev. 0.2222 0.3609 0.3533 0.6694
weight sum 1276 402 781 182
precision 1.3333 1.3333 1.3333 1.3333
newLastChar
mean 66.0141 50.708 53.5802 61.0559
std. dev. 38.3378 54.1756 41.6037 46.8765
weight sum 1276 402 781 182
precision 3.2051 3.2051 3.2051 3.2051
newCyclomaticComplexity
mean 1.747 1.1311 1.588 1.5651
std. dev. 1.1486 0.8767 1.4682 1.0374
weight sum 1276 402 781 182
precision 1.7692 1.7692 1.7692 1.7692
newFirstChar
mean 23.582 13.1874 22.7537 20.1026
std. dev. 21.0298 18.3237 22.4291 18.6114
weight sum 1276 402 781 182
precision 18.6667 18.6667 18.6667 18.6667
oldLastChar
mean 49.3314 42.4907 37.2239 39.8695
std. dev. 46.7919 49.507 38.9162 41.8964
weight sum 1276 402 781 182
precision 3.125 3.125 3.125 3.125
oldFirstChar
mean 18.1152 10.5846 14.4793 12.6374
std. dev. 21.356 17.3499 18.8859 18.0202
weight sum 1276 402 781 182
precision 19.1667 19.1667 19.1667 19.1667
Functions diff
mean 0.0456 -0.3761 4.9732 0.0639
std. dev. 1.9382 2.0571 31.3036 1.9382
weight sum 1276 402 781 182
precision 11.629 11.629 11.629 11.629
New diff
mean 0.0214 -0.1166 0.565 -0.0215
std. dev. 0.6508 0.7702 3.73 0.6508
weight sum 1276 402 781 182
precision 3.9048 3.9048 3.9048 3.9048
numberOfAddedWords
mean 0.6388 0.1238 0.729 0.5128
std. dev. 2.5839 0.75 2.8166 1.6478
weight sum 1276 402 781 182
precision 3.1111 3.1111 3.1111 3.1111
LOCExecDiff
mean -0.1087 0.8628 -10.2739 0
std. dev. 4.5761 4.3826 82.0982 3.8539
weight sum 1276 402 781 182
precision 23.1236 23.1236 23.1236 23.1236
Comma diff
mean 0.5164 -0.1188 2.7755 0
std. dev. 2.7944 1.5915 19.4404 1.5915
weight sum 1276 402 781 182
precision 9.549 9.549 9.549 9.549
LOCDiff
mean -2.081 0.6497 -15.2715 -0.1196
std. dev. 9.1259 7.4926 105.1167 3.6275
weight sum 1276 402 781 182
precision 21.7647 21.7647 21.7647 21.7647
cyclomaticDiff
mean -0.5212 -0.09 -0.3466 -0.5769
std. dev. 1.3464 1.1172 1.4695 1.6028
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
Functions changed
mean 0.1829 0.0087 0.251 0.1795
std. dev. 0.6081 0.1944 0.6411 0.4551
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
oldCyclomaticComplexity
mean 0.3949 0.0364 0.2115 0.2757
std. dev. 1.0657 0.3485 1.3152 0.7406
weight sum 1276 402 781 182
precision 2.0909 2.0909 2.0909 2.0909
numberOfDeletedWords
mean 0.393 0.0454 0.467 0.1002
std. dev. 4.9667 1.5196 6.1726 1.5196
weight sum 1276 402 781 182
precision 9.1176 9.1176 9.1176 9.1176
LOCCommentsDiff
mean -2.0814 0.27 -3.1505 0
std. dev. 9.0181 3.9281 21.8014 1.2061
weight sum 1276 402 781 182
precision 7.2368 7.2368 7.2368 7.2368
Cycles diff
mean -0.0019 0 0.072 0
std. dev. 0.4074 0.4074 0.9434 0.4074
weight sum 1276 402 781 182
precision 2.4444 2.4444 2.4444 2.4444
numKeywords
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
keyword
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
min and p diff
mean 1.9332 -0.3201 3.662 0
std. dev. 8.4489 3.7941 25.9393 1.1917
weight sum 1276 402 781 182
precision 7.15 7.15 7.15 7.15
newLocBlank
mean 0 0 2.776 0
std. dev. 8.4032 8.4032 56.3238 8.4032
weight sum 1276 402 781 182
precision 50.4194 50.4194 50.4194 50.4194
if diff
mean 0 0 0.4396 0
std. dev. 3.0119 3.0119 9.3381 3.0119
weight sum 1276 402 781 182
precision 18.0714 18.0714 18.0714 18.0714
commentsWords
mean 1.7551 0.8236 2.5771 3.7102
std. dev. 9.9451 6.508 13.065 19.293
weight sum 1276 402 781 182
precision 2.6071 2.6071 2.6071 2.6071
assignment diff
mean 0 0 0.1362 0
std. dev. 1.6111 1.6111 3.1484 1.6111
weight sum 1276 402 781 182
precision 9.6667 9.6667 9.6667 9.6667
newLocExec
mean 0.1868 0 24.7167 0
std. dev. 39.7197 39.7197 563.7702 39.7197
weight sum 1276 402 781 182
precision 238.3182 238.3182 238.3182 238.3182
newLoc
mean 0.1655 0 33.5233 0
std. dev. 35.1905 35.1905 689.0782 35.1905
weight sum 1276 402 781 182
precision 211.1429 211.1429 211.1429 211.1429
methodWord
mean -0.902 -0.9502 -0.9091 -0.9066
std. dev. 0.3391 0.2174 0.3367 0.343
weight sum 1276 402 781 182
precision 1 1 1 1
changWord
mean -0.9005 -0.9453 -0.9014 -0.9121
std. dev. 0.3455 0.2484 0.3674 0.3196
weight sum 1276 402 781 182
precision 1 1 1 1
addWord
mean -0.8958 -0.9453 -0.9001 -0.8956
std. dev. 0.3641 0.2484 0.3722 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
finalWord
mean -0.9075 -0.9453 -0.9155 -0.9231
std. dev. 0.3156 0.2484 0.3087 0.2665
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocBlank
mean 0 0 1.7465 0
std. dev. 18.9444 18.9444 48.7765 18.9444
weight sum 1276 402 781 182
precision 113.6667 113.6667 113.6667 113.6667
oldLocExec
mean 0 0 17.5634 0
std. dev. 76.2056 76.2056 490.5185 76.2056
weight sum 1276 402 781 182
precision 457.2333 457.2333 457.2333 457.2333
oldLoc
mean 0 0 21.3764 0
std. dev. 77.2917 77.2917 597.0115 77.2917
weight sum 1276 402 781 182
precision 463.75 463.75 463.75 463.75
numberOfDeletedCharacters
mean 0 0 893.4085 0
std. dev. 961.0909 961.0909 24951.5401 961.0909
weight sum 1276 402 781 182
precision 5766.5455 5766.5455 5766.5455 5766.5455
numberOfAddedCharacters
mean 0 0 1041.4166 0
std. dev. 874.566 874.566 28897.9062 874.566
weight sum 1276 402 781 182
precision 5247.3961 5247.3961 5247.3961 5247.3961
newLocComments
mean 1.8579 0 5.015 0
std. dev. 8.005 5.7262 71.1071 5.7262
weight sum 1276 402 781 182
precision 34.3571 34.3571 34.3571 34.3571
returnWord
mean -0.913 -0.9502 -0.9193 -0.9011
std. dev. 0.29 0.2174 0.2905 0.3648
weight sum 1276 402 781 182
precision 1 1 1 1
testWord
mean -0.9114 -0.9502 -0.9117 -0.8956
std. dev. 0.2976 0.2174 0.3258 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocComments
mean 0.2026 0.3216 2.4002 0
std. dev. 10.7733 10.7733 58.0523 10.7733
weight sum 1276 402 781 182
precision 64.64 64.64 64.64 64.64
Brackets diff
mean 0 0 -0.0013 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
commentWord
mean -0.895 -0.9204 -0.895 -0.8901
std. dev. 0.3671 0.3646 0.391 0.4047
weight sum 1276 402 781 182
precision 1 1 1 1
Correctly Classified Instances 979 37.0693 %
Incorrectly Classified Instances 1662 62.9307 %
Kappa statistic 0.1677
Mean absolute error 0.324
Root mean squared error 0.5244
Relative absolute error 99.4948 %
Root relative squared error 129.9718 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
497 635 39 105 | a = DOCUMENTATION
18 348 3 33 | b = VISUALREPRESENTATION
198 396 81 106 | c = STRUCTURE
40 89 0 53 | d = FUNCTIONAL
Naive Bayes Classifier
Class
Attribute DOCUMENTATION VISUALREPRESENTATION STRUCTURE FUNCTIONAL
(0.48) (0.15) (0.3) (0.07)
================================================================================================================
Functions added
mean 0.1748 0.2512 0.4942 0.4066
std. dev. 0.3899 0.4337 0.525 0.4912
weight sum 1276 402 781 182
precision 1 1 1 1
levenshteinDistance
mean -0.1031 -0.5994 -0.3294 -0.462
std. dev. 0.8643 0.7646 0.8024 0.7785
weight sum 1276 402 781 182
precision 0.0047 0.0047 0.0047 0.0047
New added
mean 0.0321 0.0697 0.1498 0.0824
std. dev. 0.185 0.2546 0.3675 0.275
weight sum 1276 402 781 182
precision 1 1 1 1
if added
mean 0.0261 0.1061 0.0973 0.4322
std. dev. 0.2222 0.3609 0.3533 0.6694
weight sum 1276 402 781 182
precision 1.3333 1.3333 1.3333 1.3333
newLastChar
mean 66.0141 50.708 53.5802 61.0559
std. dev. 38.3378 54.1756 41.6037 46.8765
weight sum 1276 402 781 182
precision 3.2051 3.2051 3.2051 3.2051
newCyclomaticComplexity
mean 1.747 1.1311 1.588 1.5651
std. dev. 1.1486 0.8767 1.4682 1.0374
weight sum 1276 402 781 182
precision 1.7692 1.7692 1.7692 1.7692
newFirstChar
mean 23.582 13.1874 22.7537 20.1026
std. dev. 21.0298 18.3237 22.4291 18.6114
weight sum 1276 402 781 182
precision 18.6667 18.6667 18.6667 18.6667
oldLastChar
mean 49.3314 42.4907 37.2239 39.8695
std. dev. 46.7919 49.507 38.9162 41.8964
weight sum 1276 402 781 182
precision 3.125 3.125 3.125 3.125
oldFirstChar
mean 18.1152 10.5846 14.4793 12.6374
std. dev. 21.356 17.3499 18.8859 18.0202
weight sum 1276 402 781 182
precision 19.1667 19.1667 19.1667 19.1667
Functions diff
mean 0.0456 -0.3761 4.9732 0.0639
std. dev. 1.9382 2.0571 31.3036 1.9382
weight sum 1276 402 781 182
precision 11.629 11.629 11.629 11.629
New diff
mean 0.0214 -0.1166 0.565 -0.0215
std. dev. 0.6508 0.7702 3.73 0.6508
weight sum 1276 402 781 182
precision 3.9048 3.9048 3.9048 3.9048
numberOfAddedWords
mean 0.6388 0.1238 0.729 0.5128
std. dev. 2.5839 0.75 2.8166 1.6478
weight sum 1276 402 781 182
precision 3.1111 3.1111 3.1111 3.1111
LOCExecDiff
mean -0.1087 0.8628 -10.2739 0
std. dev. 4.5761 4.3826 82.0982 3.8539
weight sum 1276 402 781 182
precision 23.1236 23.1236 23.1236 23.1236
Comma diff
mean 0.5164 -0.1188 2.7755 0
std. dev. 2.7944 1.5915 19.4404 1.5915
weight sum 1276 402 781 182
precision 9.549 9.549 9.549 9.549
LOCDiff
mean -2.081 0.6497 -15.2715 -0.1196
std. dev. 9.1259 7.4926 105.1167 3.6275
weight sum 1276 402 781 182
precision 21.7647 21.7647 21.7647 21.7647
cyclomaticDiff
mean -0.5212 -0.09 -0.3466 -0.5769
std. dev. 1.3464 1.1172 1.4695 1.6028
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
Functions changed
mean 0.1829 0.0087 0.251 0.1795
std. dev. 0.6081 0.1944 0.6411 0.4551
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
oldCyclomaticComplexity
mean 0.3949 0.0364 0.2115 0.2757
std. dev. 1.0657 0.3485 1.3152 0.7406
weight sum 1276 402 781 182
precision 2.0909 2.0909 2.0909 2.0909
numberOfDeletedWords
mean 0.393 0.0454 0.467 0.1002
std. dev. 4.9667 1.5196 6.1726 1.5196
weight sum 1276 402 781 182
precision 9.1176 9.1176 9.1176 9.1176
LOCCommentsDiff
mean -2.0814 0.27 -3.1505 0
std. dev. 9.0181 3.9281 21.8014 1.2061
weight sum 1276 402 781 182
precision 7.2368 7.2368 7.2368 7.2368
Cycles diff
mean -0.0019 0 0.072 0
std. dev. 0.4074 0.4074 0.9434 0.4074
weight sum 1276 402 781 182
precision 2.4444 2.4444 2.4444 2.4444
numKeywords
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
keyword
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
min and p diff
mean 1.9332 -0.3201 3.662 0
std. dev. 8.4489 3.7941 25.9393 1.1917
weight sum 1276 402 781 182
precision 7.15 7.15 7.15 7.15
newLocBlank
mean 0 0 2.776 0
std. dev. 8.4032 8.4032 56.3238 8.4032
weight sum 1276 402 781 182
precision 50.4194 50.4194 50.4194 50.4194
if diff
mean 0 0 0.4396 0
std. dev. 3.0119 3.0119 9.3381 3.0119
weight sum 1276 402 781 182
precision 18.0714 18.0714 18.0714 18.0714
commentsWords
mean 1.7551 0.8236 2.5771 3.7102
std. dev. 9.9451 6.508 13.065 19.293
weight sum 1276 402 781 182
precision 2.6071 2.6071 2.6071 2.6071
assignment diff
mean 0 0 0.1362 0
std. dev. 1.6111 1.6111 3.1484 1.6111
weight sum 1276 402 781 182
precision 9.6667 9.6667 9.6667 9.6667
newLocExec
mean 0.1868 0 24.7167 0
std. dev. 39.7197 39.7197 563.7702 39.7197
weight sum 1276 402 781 182
precision 238.3182 238.3182 238.3182 238.3182
newLoc
mean 0.1655 0 33.5233 0
std. dev. 35.1905 35.1905 689.0782 35.1905
weight sum 1276 402 781 182
precision 211.1429 211.1429 211.1429 211.1429
methodWord
mean -0.902 -0.9502 -0.9091 -0.9066
std. dev. 0.3391 0.2174 0.3367 0.343
weight sum 1276 402 781 182
precision 1 1 1 1
changWord
mean -0.9005 -0.9453 -0.9014 -0.9121
std. dev. 0.3455 0.2484 0.3674 0.3196
weight sum 1276 402 781 182
precision 1 1 1 1
addWord
mean -0.8958 -0.9453 -0.9001 -0.8956
std. dev. 0.3641 0.2484 0.3722 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
finalWord
mean -0.9075 -0.9453 -0.9155 -0.9231
std. dev. 0.3156 0.2484 0.3087 0.2665
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocBlank
mean 0 0 1.7465 0
std. dev. 18.9444 18.9444 48.7765 18.9444
weight sum 1276 402 781 182
precision 113.6667 113.6667 113.6667 113.6667
oldLocExec
mean 0 0 17.5634 0
std. dev. 76.2056 76.2056 490.5185 76.2056
weight sum 1276 402 781 182
precision 457.2333 457.2333 457.2333 457.2333
oldLoc
mean 0 0 21.3764 0
std. dev. 77.2917 77.2917 597.0115 77.2917
weight sum 1276 402 781 182
precision 463.75 463.75 463.75 463.75
numberOfDeletedCharacters
mean 0 0 893.4085 0
std. dev. 961.0909 961.0909 24951.5401 961.0909
weight sum 1276 402 781 182
precision 5766.5455 5766.5455 5766.5455 5766.5455
numberOfAddedCharacters
mean 0 0 1041.4166 0
std. dev. 874.566 874.566 28897.9062 874.566
weight sum 1276 402 781 182
precision 5247.3961 5247.3961 5247.3961 5247.3961
newLocComments
mean 1.8579 0 5.015 0
std. dev. 8.005 5.7262 71.1071 5.7262
weight sum 1276 402 781 182
precision 34.3571 34.3571 34.3571 34.3571
returnWord
mean -0.913 -0.9502 -0.9193 -0.9011
std. dev. 0.29 0.2174 0.2905 0.3648
weight sum 1276 402 781 182
precision 1 1 1 1
testWord
mean -0.9114 -0.9502 -0.9117 -0.8956
std. dev. 0.2976 0.2174 0.3258 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocComments
mean 0.2026 0.3216 2.4002 0
std. dev. 10.7733 10.7733 58.0523 10.7733
weight sum 1276 402 781 182
precision 64.64 64.64 64.64 64.64
Brackets diff
mean 0 0 -0.0013 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
commentWord
mean -0.895 -0.9204 -0.895 -0.8901
std. dev. 0.3671 0.3646 0.391 0.4047
weight sum 1276 402 781 182
precision 1 1 1 1
Correctly Classified Instances 990 37.4858 %
Incorrectly Classified Instances 1651 62.5142 %
Kappa statistic 0.1761
Mean absolute error 0.3235
Root mean squared error 0.5245
Relative absolute error 99.3318 %
Root relative squared error 129.9988 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
499 616 38 123 | a = DOCUMENTATION
17 357 3 25 | b = VISUALREPRESENTATION
186 398 76 121 | c = STRUCTURE
40 84 0 58 | d = FUNCTIONAL
Naive Bayes Classifier
Class
Attribute DOCUMENTATION VISUALREPRESENTATION STRUCTURE FUNCTIONAL
(0.48) (0.15) (0.3) (0.07)
================================================================================================================
Functions added
mean 0.1748 0.2512 0.4942 0.4066
std. dev. 0.3899 0.4337 0.525 0.4912
weight sum 1276 402 781 182
precision 1 1 1 1
levenshteinDistance
mean -0.1031 -0.5994 -0.3294 -0.462
std. dev. 0.8643 0.7646 0.8024 0.7785
weight sum 1276 402 781 182
precision 0.0047 0.0047 0.0047 0.0047
New added
mean 0.0321 0.0697 0.1498 0.0824
std. dev. 0.185 0.2546 0.3675 0.275
weight sum 1276 402 781 182
precision 1 1 1 1
if added
mean 0.0261 0.1061 0.0973 0.4322
std. dev. 0.2222 0.3609 0.3533 0.6694
weight sum 1276 402 781 182
precision 1.3333 1.3333 1.3333 1.3333
newLastChar
mean 66.0141 50.708 53.5802 61.0559
std. dev. 38.3378 54.1756 41.6037 46.8765
weight sum 1276 402 781 182
precision 3.2051 3.2051 3.2051 3.2051
newCyclomaticComplexity
mean 1.747 1.1311 1.588 1.5651
std. dev. 1.1486 0.8767 1.4682 1.0374
weight sum 1276 402 781 182
precision 1.7692 1.7692 1.7692 1.7692
newFirstChar
mean 23.582 13.1874 22.7537 20.1026
std. dev. 21.0298 18.3237 22.4291 18.6114
weight sum 1276 402 781 182
precision 18.6667 18.6667 18.6667 18.6667
oldLastChar
mean 49.3314 42.4907 37.2239 39.8695
std. dev. 46.7919 49.507 38.9162 41.8964
weight sum 1276 402 781 182
precision 3.125 3.125 3.125 3.125
oldFirstChar
mean 18.1152 10.5846 14.4793 12.6374
std. dev. 21.356 17.3499 18.8859 18.0202
weight sum 1276 402 781 182
precision 19.1667 19.1667 19.1667 19.1667
Functions diff
mean 0.0456 -0.3761 4.9732 0.0639
std. dev. 1.9382 2.0571 31.3036 1.9382
weight sum 1276 402 781 182
precision 11.629 11.629 11.629 11.629
New diff
mean 0.0214 -0.1166 0.565 -0.0215
std. dev. 0.6508 0.7702 3.73 0.6508
weight sum 1276 402 781 182
precision 3.9048 3.9048 3.9048 3.9048
numberOfAddedWords
mean 0.6388 0.1238 0.729 0.5128
std. dev. 2.5839 0.75 2.8166 1.6478
weight sum 1276 402 781 182
precision 3.1111 3.1111 3.1111 3.1111
LOCExecDiff
mean -0.1087 0.8628 -10.2739 0
std. dev. 4.5761 4.3826 82.0982 3.8539
weight sum 1276 402 781 182
precision 23.1236 23.1236 23.1236 23.1236
Comma diff
mean 0.5164 -0.1188 2.7755 0
std. dev. 2.7944 1.5915 19.4404 1.5915
weight sum 1276 402 781 182
precision 9.549 9.549 9.549 9.549
LOCDiff
mean -2.081 0.6497 -15.2715 -0.1196
std. dev. 9.1259 7.4926 105.1167 3.6275
weight sum 1276 402 781 182
precision 21.7647 21.7647 21.7647 21.7647
cyclomaticDiff
mean -0.5212 -0.09 -0.3466 -0.5769
std. dev. 1.3464 1.1172 1.4695 1.6028
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
Functions changed
mean 0.1829 0.0087 0.251 0.1795
std. dev. 0.6081 0.1944 0.6411 0.4551
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
oldCyclomaticComplexity
mean 0.3949 0.0364 0.2115 0.2757
std. dev. 1.0657 0.3485 1.3152 0.7406
weight sum 1276 402 781 182
precision 2.0909 2.0909 2.0909 2.0909
numberOfDeletedWords
mean 0.393 0.0454 0.467 0.1002
std. dev. 4.9667 1.5196 6.1726 1.5196
weight sum 1276 402 781 182
precision 9.1176 9.1176 9.1176 9.1176
LOCCommentsDiff
mean -2.0814 0.27 -3.1505 0
std. dev. 9.0181 3.9281 21.8014 1.2061
weight sum 1276 402 781 182
precision 7.2368 7.2368 7.2368 7.2368
Cycles diff
mean -0.0019 0 0.072 0
std. dev. 0.4074 0.4074 0.9434 0.4074
weight sum 1276 402 781 182
precision 2.4444 2.4444 2.4444 2.4444
numKeywords
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
keyword
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
min and p diff
mean 1.9332 -0.3201 3.662 0
std. dev. 8.4489 3.7941 25.9393 1.1917
weight sum 1276 402 781 182
precision 7.15 7.15 7.15 7.15
newLocBlank
mean 0 0 2.776 0
std. dev. 8.4032 8.4032 56.3238 8.4032
weight sum 1276 402 781 182
precision 50.4194 50.4194 50.4194 50.4194
if diff
mean 0 0 0.4396 0
std. dev. 3.0119 3.0119 9.3381 3.0119
weight sum 1276 402 781 182
precision 18.0714 18.0714 18.0714 18.0714
commentsWords
mean 1.7551 0.8236 2.5771 3.7102
std. dev. 9.9451 6.508 13.065 19.293
weight sum 1276 402 781 182
precision 2.6071 2.6071 2.6071 2.6071
assignment diff
mean 0 0 0.1362 0
std. dev. 1.6111 1.6111 3.1484 1.6111
weight sum 1276 402 781 182
precision 9.6667 9.6667 9.6667 9.6667
newLocExec
mean 0.1868 0 24.7167 0
std. dev. 39.7197 39.7197 563.7702 39.7197
weight sum 1276 402 781 182
precision 238.3182 238.3182 238.3182 238.3182
newLoc
mean 0.1655 0 33.5233 0
std. dev. 35.1905 35.1905 689.0782 35.1905
weight sum 1276 402 781 182
precision 211.1429 211.1429 211.1429 211.1429
methodWord
mean -0.902 -0.9502 -0.9091 -0.9066
std. dev. 0.3391 0.2174 0.3367 0.343
weight sum 1276 402 781 182
precision 1 1 1 1
changWord
mean -0.9005 -0.9453 -0.9014 -0.9121
std. dev. 0.3455 0.2484 0.3674 0.3196
weight sum 1276 402 781 182
precision 1 1 1 1
addWord
mean -0.8958 -0.9453 -0.9001 -0.8956
std. dev. 0.3641 0.2484 0.3722 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
finalWord
mean -0.9075 -0.9453 -0.9155 -0.9231
std. dev. 0.3156 0.2484 0.3087 0.2665
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocBlank
mean 0 0 1.7465 0
std. dev. 18.9444 18.9444 48.7765 18.9444
weight sum 1276 402 781 182
precision 113.6667 113.6667 113.6667 113.6667
oldLocExec
mean 0 0 17.5634 0
std. dev. 76.2056 76.2056 490.5185 76.2056
weight sum 1276 402 781 182
precision 457.2333 457.2333 457.2333 457.2333
oldLoc
mean 0 0 21.3764 0
std. dev. 77.2917 77.2917 597.0115 77.2917
weight sum 1276 402 781 182
precision 463.75 463.75 463.75 463.75
numberOfDeletedCharacters
mean 0 0 893.4085 0
std. dev. 961.0909 961.0909 24951.5401 961.0909
weight sum 1276 402 781 182
precision 5766.5455 5766.5455 5766.5455 5766.5455
numberOfAddedCharacters
mean 0 0 1041.4166 0
std. dev. 874.566 874.566 28897.9062 874.566
weight sum 1276 402 781 182
precision 5247.3961 5247.3961 5247.3961 5247.3961
newLocComments
mean 1.8579 0 5.015 0
std. dev. 8.005 5.7262 71.1071 5.7262
weight sum 1276 402 781 182
precision 34.3571 34.3571 34.3571 34.3571
returnWord
mean -0.913 -0.9502 -0.9193 -0.9011
std. dev. 0.29 0.2174 0.2905 0.3648
weight sum 1276 402 781 182
precision 1 1 1 1
testWord
mean -0.9114 -0.9502 -0.9117 -0.8956
std. dev. 0.2976 0.2174 0.3258 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocComments
mean 0.2026 0.3216 2.4002 0
std. dev. 10.7733 10.7733 58.0523 10.7733
weight sum 1276 402 781 182
precision 64.64 64.64 64.64 64.64
Brackets diff
mean 0 0 -0.0013 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
commentWord
mean -0.895 -0.9204 -0.895 -0.8901
std. dev. 0.3671 0.3646 0.391 0.4047
weight sum 1276 402 781 182
precision 1 1 1 1
Correctly Classified Instances 966 36.5771 %
Incorrectly Classified Instances 1675 63.4229 %
Kappa statistic 0.1634
Mean absolute error 0.3236
Root mean squared error 0.5233
Relative absolute error 99.3514 %
Root relative squared error 129.6986 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
489 625 40 122 | a = DOCUMENTATION
27 341 3 31 | b = VISUALREPRESENTATION
187 392 86 116 | c = STRUCTURE
37 95 0 50 | d = FUNCTIONAL
Naive Bayes Classifier
Class
Attribute DOCUMENTATION VISUALREPRESENTATION STRUCTURE FUNCTIONAL
(0.48) (0.15) (0.3) (0.07)
================================================================================================================
Functions added
mean 0.1748 0.2512 0.4942 0.4066
std. dev. 0.3899 0.4337 0.525 0.4912
weight sum 1276 402 781 182
precision 1 1 1 1
levenshteinDistance
mean -0.1031 -0.5994 -0.3294 -0.462
std. dev. 0.8643 0.7646 0.8024 0.7785
weight sum 1276 402 781 182
precision 0.0047 0.0047 0.0047 0.0047
New added
mean 0.0321 0.0697 0.1498 0.0824
std. dev. 0.185 0.2546 0.3675 0.275
weight sum 1276 402 781 182
precision 1 1 1 1
if added
mean 0.0261 0.1061 0.0973 0.4322
std. dev. 0.2222 0.3609 0.3533 0.6694
weight sum 1276 402 781 182
precision 1.3333 1.3333 1.3333 1.3333
newLastChar
mean 66.0141 50.708 53.5802 61.0559
std. dev. 38.3378 54.1756 41.6037 46.8765
weight sum 1276 402 781 182
precision 3.2051 3.2051 3.2051 3.2051
newCyclomaticComplexity
mean 1.747 1.1311 1.588 1.5651
std. dev. 1.1486 0.8767 1.4682 1.0374
weight sum 1276 402 781 182
precision 1.7692 1.7692 1.7692 1.7692
newFirstChar
mean 23.582 13.1874 22.7537 20.1026
std. dev. 21.0298 18.3237 22.4291 18.6114
weight sum 1276 402 781 182
precision 18.6667 18.6667 18.6667 18.6667
oldLastChar
mean 49.3314 42.4907 37.2239 39.8695
std. dev. 46.7919 49.507 38.9162 41.8964
weight sum 1276 402 781 182
precision 3.125 3.125 3.125 3.125
oldFirstChar
mean 18.1152 10.5846 14.4793 12.6374
std. dev. 21.356 17.3499 18.8859 18.0202
weight sum 1276 402 781 182
precision 19.1667 19.1667 19.1667 19.1667
Functions diff
mean 0.0456 -0.3761 4.9732 0.0639
std. dev. 1.9382 2.0571 31.3036 1.9382
weight sum 1276 402 781 182
precision 11.629 11.629 11.629 11.629
New diff
mean 0.0214 -0.1166 0.565 -0.0215
std. dev. 0.6508 0.7702 3.73 0.6508
weight sum 1276 402 781 182
precision 3.9048 3.9048 3.9048 3.9048
numberOfAddedWords
mean 0.6388 0.1238 0.729 0.5128
std. dev. 2.5839 0.75 2.8166 1.6478
weight sum 1276 402 781 182
precision 3.1111 3.1111 3.1111 3.1111
LOCExecDiff
mean -0.1087 0.8628 -10.2739 0
std. dev. 4.5761 4.3826 82.0982 3.8539
weight sum 1276 402 781 182
precision 23.1236 23.1236 23.1236 23.1236
Comma diff
mean 0.5164 -0.1188 2.7755 0
std. dev. 2.7944 1.5915 19.4404 1.5915
weight sum 1276 402 781 182
precision 9.549 9.549 9.549 9.549
LOCDiff
mean -2.081 0.6497 -15.2715 -0.1196
std. dev. 9.1259 7.4926 105.1167 3.6275
weight sum 1276 402 781 182
precision 21.7647 21.7647 21.7647 21.7647
cyclomaticDiff
mean -0.5212 -0.09 -0.3466 -0.5769
std. dev. 1.3464 1.1172 1.4695 1.6028
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
Functions changed
mean 0.1829 0.0087 0.251 0.1795
std. dev. 0.6081 0.1944 0.6411 0.4551
weight sum 1276 402 781 182
precision 1.1667 1.1667 1.1667 1.1667
oldCyclomaticComplexity
mean 0.3949 0.0364 0.2115 0.2757
std. dev. 1.0657 0.3485 1.3152 0.7406
weight sum 1276 402 781 182
precision 2.0909 2.0909 2.0909 2.0909
numberOfDeletedWords
mean 0.393 0.0454 0.467 0.1002
std. dev. 4.9667 1.5196 6.1726 1.5196
weight sum 1276 402 781 182
precision 9.1176 9.1176 9.1176 9.1176
LOCCommentsDiff
mean -2.0814 0.27 -3.1505 0
std. dev. 9.0181 3.9281 21.8014 1.2061
weight sum 1276 402 781 182
precision 7.2368 7.2368 7.2368 7.2368
Cycles diff
mean -0.0019 0 0.072 0
std. dev. 0.4074 0.4074 0.9434 0.4074
weight sum 1276 402 781 182
precision 2.4444 2.4444 2.4444 2.4444
numKeywords
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
keyword
mean 0.0047 0 0 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
min and p diff
mean 1.9332 -0.3201 3.662 0
std. dev. 8.4489 3.7941 25.9393 1.1917
weight sum 1276 402 781 182
precision 7.15 7.15 7.15 7.15
newLocBlank
mean 0 0 2.776 0
std. dev. 8.4032 8.4032 56.3238 8.4032
weight sum 1276 402 781 182
precision 50.4194 50.4194 50.4194 50.4194
if diff
mean 0 0 0.4396 0
std. dev. 3.0119 3.0119 9.3381 3.0119
weight sum 1276 402 781 182
precision 18.0714 18.0714 18.0714 18.0714
commentsWords
mean 1.7551 0.8236 2.5771 3.7102
std. dev. 9.9451 6.508 13.065 19.293
weight sum 1276 402 781 182
precision 2.6071 2.6071 2.6071 2.6071
assignment diff
mean 0 0 0.1362 0
std. dev. 1.6111 1.6111 3.1484 1.6111
weight sum 1276 402 781 182
precision 9.6667 9.6667 9.6667 9.6667
newLocExec
mean 0.1868 0 24.7167 0
std. dev. 39.7197 39.7197 563.7702 39.7197
weight sum 1276 402 781 182
precision 238.3182 238.3182 238.3182 238.3182
newLoc
mean 0.1655 0 33.5233 0
std. dev. 35.1905 35.1905 689.0782 35.1905
weight sum 1276 402 781 182
precision 211.1429 211.1429 211.1429 211.1429
methodWord
mean -0.902 -0.9502 -0.9091 -0.9066
std. dev. 0.3391 0.2174 0.3367 0.343
weight sum 1276 402 781 182
precision 1 1 1 1
changWord
mean -0.9005 -0.9453 -0.9014 -0.9121
std. dev. 0.3455 0.2484 0.3674 0.3196
weight sum 1276 402 781 182
precision 1 1 1 1
addWord
mean -0.8958 -0.9453 -0.9001 -0.8956
std. dev. 0.3641 0.2484 0.3722 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
finalWord
mean -0.9075 -0.9453 -0.9155 -0.9231
std. dev. 0.3156 0.2484 0.3087 0.2665
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocBlank
mean 0 0 1.7465 0
std. dev. 18.9444 18.9444 48.7765 18.9444
weight sum 1276 402 781 182
precision 113.6667 113.6667 113.6667 113.6667
oldLocExec
mean 0 0 17.5634 0
std. dev. 76.2056 76.2056 490.5185 76.2056
weight sum 1276 402 781 182
precision 457.2333 457.2333 457.2333 457.2333
oldLoc
mean 0 0 21.3764 0
std. dev. 77.2917 77.2917 597.0115 77.2917
weight sum 1276 402 781 182
precision 463.75 463.75 463.75 463.75
numberOfDeletedCharacters
mean 0 0 893.4085 0
std. dev. 961.0909 961.0909 24951.5401 961.0909
weight sum 1276 402 781 182
precision 5766.5455 5766.5455 5766.5455 5766.5455
numberOfAddedCharacters
mean 0 0 1041.4166 0
std. dev. 874.566 874.566 28897.9062 874.566
weight sum 1276 402 781 182
precision 5247.3961 5247.3961 5247.3961 5247.3961
newLocComments
mean 1.8579 0 5.015 0
std. dev. 8.005 5.7262 71.1071 5.7262
weight sum 1276 402 781 182
precision 34.3571 34.3571 34.3571 34.3571
returnWord
mean -0.913 -0.9502 -0.9193 -0.9011
std. dev. 0.29 0.2174 0.2905 0.3648
weight sum 1276 402 781 182
precision 1 1 1 1
testWord
mean -0.9114 -0.9502 -0.9117 -0.8956
std. dev. 0.2976 0.2174 0.3258 0.3853
weight sum 1276 402 781 182
precision 1 1 1 1
oldLocComments
mean 0.2026 0.3216 2.4002 0
std. dev. 10.7733 10.7733 58.0523 10.7733
weight sum 1276 402 781 182
precision 64.64 64.64 64.64 64.64
Brackets diff
mean 0 0 -0.0013 0
std. dev. 0.1667 0.1667 0.1667 0.1667
weight sum 1276 402 781 182
precision 1 1 1 1
commentWord
mean -0.895 -0.9204 -0.895 -0.8901
std. dev. 0.3671 0.3646 0.391 0.4047
weight sum 1276 402 781 182
precision 1 1 1 1
Correctly Classified Instances 984 37.2586 %
Incorrectly Classified Instances 1657 62.7414 %
Kappa statistic 0.1719
Mean absolute error 0.3224
Root mean squared error 0.5222
Relative absolute error 99.0075 %
Root relative squared error 129.4193 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
514 610 40 112 | a = DOCUMENTATION
16 337 3 46 | b = VISUALREPRESENTATION
188 386 81 126 | c = STRUCTURE
32 98 0 52 | d = FUNCTIONAL
Naive Bayes
Precision 0: 0.6668054445565084
Precision 1: 0.238667456105602
Precision 2: 0.6591357227670552
Precision 3: 0.1625841835019315
Recall 0: 0.3859717868338558
Recall 1: 0.8574626865671643
Recall 2: 0.10627400768245839
Recall 3: 0.29560439560439555
F-Measure 0: 0.48888841469679745
F-Measure 1: 0.3733922703742295
F-Measure 2: 0.18301280492342784
F-Measure 3: 0.20954841064148827
AUC 0 : 0.6728514875928668
AUC 1 : 0.7222076308942114
AUC 2: 0.6183348477964562
AUC 3: 0.6741186223292771
MCC 0 : 0.22899853279419466
MCC 1 : 0.2643989437509351
MCC 2 : 0.1781741929558882
MCC 3 : 0.13967151784852844
J48 unpruned tree
------------------
newLocBlank <= 1
| newLocComments <= 0
| | cyclomaticDiff <= -2
| | | Comma diff <= 1
| | | | newLastChar <= 116
| | | | | Functions diff <= 1
| | | | | | min and p diff <= 0
| | | | | | | Comma diff <= 0
| | | | | | | | newLocExec <= 2: FUNCTIONAL (2.0)
| | | | | | | | newLocExec > 2: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (2.0)
| | | | | | min and p diff > 0: DOCUMENTATION (7.0/2.0)
| | | | | Functions diff > 1: STRUCTURE (3.0)
| | | | newLastChar > 116
| | | | | LOCExecDiff <= -8: STRUCTURE (4.0/1.0)
| | | | | LOCExecDiff > -8
| | | | | | newFirstChar <= 9
| | | | | | | Functions added <= 0: VISUALREPRESENTATION (2.0)
| | | | | | | Functions added > 0: FUNCTIONAL (6.0/2.0)
| | | | | | newFirstChar > 9
| | | | | | | Functions added <= 0
| | | | | | | | assignment diff <= 0: FUNCTIONAL (9.0/1.0)
| | | | | | | | assignment diff > 0: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | Functions added > 0: FUNCTIONAL (24.0)
| | | Comma diff > 1: STRUCTURE (9.0/1.0)
| | cyclomaticDiff > -2
| | | numberOfAddedCharacters <= 3
| | | | Functions changed <= 0
| | | | | numberOfAddedCharacters <= 2
| | | | | | numberOfAddedCharacters <= 0
| | | | | | | if added <= 0
| | | | | | | | Functions diff <= 3
| | | | | | | | | Cycles diff <= -1
| | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (21.0/3.0)
| | | | | | | | | | | oldFirstChar > 9: FUNCTIONAL (2.0)
| | | | | | | | | | oldLocBlank > 0: STRUCTURE (3.0)
| | | | | | | | | Cycles diff > -1
| | | | | | | | | | oldLocComments <= 0
| | | | | | | | | | | cyclomaticDiff <= 1
| | | | | | | | | | | | New diff <= -1
| | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | LOCExecDiff <= 2: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | | LOCExecDiff > 2: VISUALREPRESENTATION (28.0/13.0)
| | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | oldLastChar <= 76
| | | | | | | | | | | | | | | | LOCExecDiff <= 2: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | LOCExecDiff > 2
| | | | | | | | | | | | | | | | | Functions diff <= -2: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | Functions diff > -2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | methodWord <= -1: STRUCTURE (7.0)
| | | | | | | | | | | | | | methodWord > -1: DOCUMENTATION (3.0)
| | | | | | | | | | | | New diff > -1
| | | | | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | | | | newLocBlank <= 0
| | | | | | | | | | | | | | | Functions diff <= 1
| | | | | | | | | | | | | | | | oldLocExec <= 1
| | | | | | | | | | | | | | | | | commentWord <= 0
| | | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | | min and p diff <= -1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | min and p diff > -1: STRUCTURE (23.0/5.0)
| | | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | | min and p diff <= 0
| | | | | | | | | | | | | | | | | | | | | oldLastChar <= 61
| | | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: STRUCTURE (9.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (22.0/10.0)
| | | | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | | | numberOfAddedWords <= -1
| | | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 13
| | | | | | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 0: STRUCTURE (6.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 0
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (13.0/6.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | New added <= 0: DOCUMENTATION (32.0/5.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | New added <= 0: STRUCTURE (22.0/5.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | New added > 0
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Comma diff <= 0: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 50: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | newLastChar > 50: STRUCTURE (39.0/22.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | assignment diff > 0: FUNCTIONAL (3.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | commentsWords > 0: STRUCTURE (4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | commentsWords > 13: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 44: VISUALREPRESENTATION (5.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 44: DOCUMENTATION (19.0/10.0)
| | | | | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 119: DOCUMENTATION (14.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | newLastChar > 119
| | | | | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (8.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 64: STRUCTURE (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 64: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: DOCUMENTATION (21.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | New added > 0: VISUALREPRESENTATION (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | numberOfAddedWords > -1
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | | oldLastChar > 61
| | | | | | | | | | | | | | | | | | | | | | levenshteinDistance <= -1
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 121: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 121
| | | | | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: DOCUMENTATION (11.0)
| | | | | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | levenshteinDistance > -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | min and p diff > 0
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 36: DOCUMENTATION (9.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 36
| | | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: FUNCTIONAL (5.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9: STRUCTURE (12.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | New added > 0: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | | | | | | | | | newLastChar > 76: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | newLocExec > 1
| | | | | | | | | | | | | | | | | | | newLastChar <= 50: VISUALREPRESENTATION (7.0)
| | | | | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (14.0/3.0)
| | | | | | | | | | | | | | | | | | | | | min and p diff > 0: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (6.0)
| | | | | | | | | | | | | | | | | | | | | | Comma diff > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: VISUALREPRESENTATION (7.0/3.0)
| | | | | | | | | | | | | | | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | | Functions diff > 0: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | commentWord > 0
| | | | | | | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (7.0)
| | | | | | | | | | | | | | | | oldLocExec > 1
| | | | | | | | | | | | | | | | | levenshteinDistance <= 0.97619
| | | | | | | | | | | | | | | | | | finalWord <= -1
| | | | | | | | | | | | | | | | | | | min and p diff <= -14: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -14
| | | | | | | | | | | | | | | | | | | | Comma diff <= -2
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 3: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 3
| | | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 4: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 4: VISUALREPRESENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > -2
| | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 76: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (7.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (6.0)
| | | | | | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (9.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | | oldLocExec <= 2
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 51: VISUALREPRESENTATION (3.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 51: STRUCTURE (5.0)
| | | | | | | | | | | | | | | | | | | | | | oldLocExec > 2: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | finalWord > -1
| | | | | | | | | | | | | | | | | | | addWord <= 0: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | addWord > 0
| | | | | | | | | | | | | | | | | | | | commentsWords <= 97: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | commentsWords > 97: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | levenshteinDistance > 0.97619: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | | Functions diff > 1
| | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | | min and p diff <= 1
| | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | | Functions diff <= 2: STRUCTURE (12.0/6.0)
| | | | | | | | | | | | | | | | | | | | | | Functions diff > 2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: VISUALREPRESENTATION (7.0/2.0)
| | | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | | Comma diff > 1
| | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | | min and p diff > 1: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (27.0/1.0)
| | | | | | | | | | | | | | newLocBlank > 0
| | | | | | | | | | | | | | | LOCExecDiff <= -2
| | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | LOCExecDiff <= -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | LOCExecDiff > -4
| | | | | | | | | | | | | | | | | | newLastChar <= 76: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (26.0/2.0)
| | | | | | | | | | | | | | | | | min and p diff > 0
| | | | | | | | | | | | | | | | | | newFirstChar <= 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | newFirstChar > 9: STRUCTURE (2.0)
| | | | | | | | | | | | | | | LOCExecDiff > -2: VISUALREPRESENTATION (46.0/1.0)
| | | | | | | | | | | | | oldLocBlank > 0
| | | | | | | | | | | | | | LOCExecDiff <= 1: VISUALREPRESENTATION (33.0)
| | | | | | | | | | | | | | LOCExecDiff > 1: STRUCTURE (25.0/1.0)
| | | | | | | | | | | cyclomaticDiff > 1
| | | | | | | | | | | | min and p diff <= -2: DOCUMENTATION (2.0)
| | | | | | | | | | | | min and p diff > -2
| | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | | oldLastChar > 76: FUNCTIONAL (14.0/3.0)
| | | | | | | | | | oldLocComments > 0
| | | | | | | | | | | Functions diff <= -2
| | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (5.0/1.0)
| | | | | | | | | | | Functions diff > -2
| | | | | | | | | | | | oldLastChar <= 43
| | | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (15.0/1.0)
| | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0)
| | | | | | | | | | | | oldLastChar > 43
| | | | | | | | | | | | | oldLocExec <= 0: DOCUMENTATION (44.0/2.0)
| | | | | | | | | | | | | oldLocExec > 0
| | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (2.0)
| | | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (7.0/1.0)
| | | | | | | | Functions diff > 3
| | | | | | | | | newLocBlank <= 0
| | | | | | | | | | New diff <= 1
| | | | | | | | | | | Comma diff <= 2: STRUCTURE (7.0/1.0)
| | | | | | | | | | | Comma diff > 2: FUNCTIONAL (7.0/1.0)
| | | | | | | | | | New diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | newLocBlank > 0: STRUCTURE (14.0)
| | | | | | | if added > 0
| | | | | | | | newLocBlank <= 0
| | | | | | | | | newLastChar <= 50
| | | | | | | | | | Functions added <= 0: FUNCTIONAL (4.0/1.0)
| | | | | | | | | | Functions added > 0: DOCUMENTATION (8.0)
| | | | | | | | | newLastChar > 50
| | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | LOCExecDiff <= -3: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | LOCExecDiff > -3: VISUALREPRESENTATION (7.0)
| | | | | | | | | | | | Comma diff > 0: VISUALREPRESENTATION (11.0)
| | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0)
| | | | | | | | | | assignment diff > 0
| | | | | | | | | | | newLastChar <= 123: VISUALREPRESENTATION (9.0/4.0)
| | | | | | | | | | | newLastChar > 123: FUNCTIONAL (2.0)
| | | | | | | | newLocBlank > 0: FUNCTIONAL (4.0)
| | | | | | numberOfAddedCharacters > 0
| | | | | | | newLastChar <= 50: STRUCTURE (16.0)
| | | | | | | newLastChar > 50
| | | | | | | | Functions diff <= -1
| | | | | | | | | numberOfDeletedWords <= 2: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | Functions diff > -1
| | | | | | | | | numberOfDeletedWords <= 0: STRUCTURE (2.0)
| | | | | | | | | numberOfDeletedWords > 0
| | | | | | | | | | numberOfAddedCharacters <= 1: DOCUMENTATION (8.0)
| | | | | | | | | | numberOfAddedCharacters > 1: FUNCTIONAL (2.0)
| | | | | numberOfAddedCharacters > 2
| | | | | | newLocExec <= 1
| | | | | | | Functions diff <= -1: STRUCTURE (2.0)
| | | | | | | Functions diff > -1
| | | | | | | | numberOfDeletedCharacters <= 3: DOCUMENTATION (10.0)
| | | | | | | | numberOfDeletedCharacters > 3
| | | | | | | | | levenshteinDistance <= 0.915663: DOCUMENTATION (3.0)
| | | | | | | | | levenshteinDistance > 0.915663: STRUCTURE (3.0)
| | | | | | newLocExec > 1: VISUALREPRESENTATION (54.0/1.0)
| | | | Functions changed > 0
| | | | | numberOfDeletedCharacters <= 3
| | | | | | numberOfAddedWords <= 1
| | | | | | | newLastChar <= 50: FUNCTIONAL (2.0)
| | | | | | | newLastChar > 50
| | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0)
| | | | | | | | newFirstChar > 9
| | | | | | | | | numberOfAddedCharacters <= 2: FUNCTIONAL (4.0)
| | | | | | | | | numberOfAddedCharacters > 2: DOCUMENTATION (3.0)
| | | | | | numberOfAddedWords > 1: STRUCTURE (2.0)
| | | | | numberOfDeletedCharacters > 3
| | | | | | Functions changed <= 1: STRUCTURE (31.0/3.0)
| | | | | | Functions changed > 1: DOCUMENTATION (3.0)
| | | numberOfAddedCharacters > 3
| | | | levenshteinDistance <= 0.728395
| | | | | newLocBlank <= 0
| | | | | | cyclomaticDiff <= -1
| | | | | | | newLastChar <= 50: DOCUMENTATION (4.0)
| | | | | | | newLastChar > 50
| | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (4.0)
| | | | | | | | numberOfAddedWords > 2: VISUALREPRESENTATION (2.0/1.0)
| | | | | | cyclomaticDiff > -1
| | | | | | | LOCCommentsDiff <= 0
| | | | | | | | oldLocBlank <= 0
| | | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | newLastChar <= 40: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | newLastChar > 40
| | | | | | | | | | | | New added <= 1
| | | | | | | | | | | | | numberOfDeletedWords <= 2
| | | | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | | | | numberOfAddedCharacters <= 5: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | | numberOfAddedCharacters > 5: DOCUMENTATION (13.0/2.0)
| | | | | | | | | | | | | | | | | newLocExec > 1: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | numberOfAddedWords > 1
| | | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 5: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | numberOfDeletedCharacters > 5: STRUCTURE (8.0)
| | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | | | | levenshteinDistance <= 0.716981
| | | | | | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | | | | | | | levenshteinDistance <= 0.255814: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | | | | levenshteinDistance > 0.255814: FUNCTIONAL (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | numberOfAddedWords > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | | | | | | levenshteinDistance > 0.716981: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (14.0)
| | | | | | | | | | | | | | assignment diff > 0: STRUCTURE (4.0)
| | | | | | | | | | | | | numberOfDeletedWords > 2: STRUCTURE (12.0)
| | | | | | | | | | | | New added > 1: DOCUMENTATION (2.0)
| | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | numberOfAddedCharacters <= 5
| | | | | | | | | | | | levenshteinDistance <= 0.722222: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | levenshteinDistance > 0.722222: FUNCTIONAL (4.0)
| | | | | | | | | | | numberOfAddedCharacters > 5
| | | | | | | | | | | | methodWord <= -1
| | | | | | | | | | | | | LOCExecDiff <= -1
| | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | newLastChar <= 76: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | numberOfAddedWords <= 1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (14.0/1.0)
| | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | LOCExecDiff > -1
| | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | newLocExec <= 1: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | | newLocExec > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | LOCExecDiff <= 0
| | | | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | | | numberOfDeletedWords <= 1: DOCUMENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (7.0/1.0)
| | | | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1
| | | | | | | | | | | | | | | | | | | | levenshteinDistance <= 0.673913: STRUCTURE (43.0/2.0)
| | | | | | | | | | | | | | | | | | | | levenshteinDistance > 0.673913: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (2.0/1.0)
| | | | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (3.0)
| | | | | | | | | | | | | | | | Functions diff > 0: STRUCTURE (8.0)
| | | | | | | | | | | | | | | LOCExecDiff > 0: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | methodWord > -1
| | | | | | | | | | | | | returnWord <= 0
| | | | | | | | | | | | | | LOCExecDiff <= -1: STRUCTURE (2.0)
| | | | | | | | | | | | | | LOCExecDiff > -1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | returnWord > 0: FUNCTIONAL (2.0)
| | | | | | | | | numberOfAddedWords > 4
| | | | | | | | | | methodWord <= -1: DOCUMENTATION (5.0/1.0)
| | | | | | | | | | methodWord > -1: STRUCTURE (4.0/2.0)
| | | | | | | | oldLocBlank > 0: STRUCTURE (12.0/1.0)
| | | | | | | LOCCommentsDiff > 0
| | | | | | | | newFirstChar <= 9: STRUCTURE (4.0/1.0)
| | | | | | | | newFirstChar > 9: DOCUMENTATION (5.0)
| | | | | newLocBlank > 0
| | | | | | newLastChar <= 50: VISUALREPRESENTATION (8.0/1.0)
| | | | | | newLastChar > 50
| | | | | | | numberOfDeletedCharacters <= 31: STRUCTURE (10.0)
| | | | | | | numberOfDeletedCharacters > 31: DOCUMENTATION (11.0/3.0)
| | | | levenshteinDistance > 0.728395
| | | | | newLastChar <= 36: STRUCTURE (7.0)
| | | | | newLastChar > 36
| | | | | | LOCExecDiff <= -1
| | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (6.0)
| | | | | | LOCExecDiff > -1
| | | | | | | numberOfDeletedWords <= 0
| | | | | | | | oldLocExec <= 1
| | | | | | | | | numberOfAddedCharacters <= 7: STRUCTURE (4.0)
| | | | | | | | | numberOfAddedCharacters > 7: DOCUMENTATION (5.0/2.0)
| | | | | | | | oldLocExec > 1: DOCUMENTATION (3.0/1.0)
| | | | | | | numberOfDeletedWords > 0
| | | | | | | | numberOfDeletedCharacters <= 24
| | | | | | | | | newLocExec <= 1
| | | | | | | | | | newCyclomaticComplexity <= 1
| | | | | | | | | | | numberOfDeletedCharacters <= 5
| | | | | | | | | | | | numberOfDeletedCharacters <= 2: DOCUMENTATION (18.0)
| | | | | | | | | | | | numberOfDeletedCharacters > 2
| | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | numberOfDeletedWords <= 1
| | | | | | | | | | | | | | | newFirstChar <= 9: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | | | levenshteinDistance <= 0.793103: STRUCTURE (4.0)
| | | | | | | | | | | | | | | | | | levenshteinDistance > 0.793103: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (8.0/1.0)
| | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | Functions changed <= 0: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (2.0)
| | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (2.0)
| | | | | | | | | | | numberOfDeletedCharacters > 5
| | | | | | | | | | | | addWord <= 0
| | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.790698: STRUCTURE (3.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.790698: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (7.0/1.0)
| | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | numberOfDeletedCharacters <= 8: DOCUMENTATION (78.0/3.0)
| | | | | | | | | | | | | | numberOfDeletedCharacters > 8
| | | | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (13.0)
| | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (3.0)
| | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 12: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | numberOfDeletedCharacters > 12: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | addWord > 0: STRUCTURE (3.0/1.0)
| | | | | | | | | | newCyclomaticComplexity > 1: DOCUMENTATION (8.0/2.0)
| | | | | | | | | newLocExec > 1
| | | | | | | | | | newLastChar <= 123
| | | | | | | | | | | levenshteinDistance <= 0.801325
| | | | | | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (5.0/1.0)
| | | | | | | | | | | | numberOfAddedWords > 2
| | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (9.0)
| | | | | | | | | | | | | Functions changed > 0: STRUCTURE (2.0)
| | | | | | | | | | | levenshteinDistance > 0.801325
| | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.896552: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.896552: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | | numberOfAddedWords > 4: DOCUMENTATION (6.0)
| | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (27.0)
| | | | | | | | | | newLastChar > 123: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | numberOfDeletedCharacters > 24
| | | | | | | | | numberOfDeletedWords <= 7: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 7: DOCUMENTATION (2.0)
| newLocComments > 0
| | newLocExec <= 0
| | | commentsWords <= 7
| | | | newFirstChar <= 32
| | | | | LOCDiff <= 0: DOCUMENTATION (588.0/8.0)
| | | | | LOCDiff > 0
| | | | | | Functions diff <= -2
| | | | | | | numberOfDeletedCharacters <= 118: STRUCTURE (2.0)
| | | | | | | numberOfDeletedCharacters > 118: DOCUMENTATION (3.0)
| | | | | | Functions diff > -2: DOCUMENTATION (11.0)
| | | | newFirstChar > 32
| | | | | LOCDiff <= -6: DOCUMENTATION (29.0)
| | | | | LOCDiff > -6: VISUALREPRESENTATION (5.0/1.0)
| | | commentsWords > 7
| | | | oldLoc <= 2: DOCUMENTATION (18.0/2.0)
| | | | oldLoc > 2: VISUALREPRESENTATION (2.0/1.0)
| | newLocExec > 0
| | | Functions added <= 0
| | | | oldLocBlank <= 0
| | | | | numberOfAddedWords <= 2
| | | | | | oldCyclomaticComplexity <= 0
| | | | | | | newFirstChar <= 9: DOCUMENTATION (9.0/1.0)
| | | | | | | newFirstChar > 9
| | | | | | | | LOCDiff <= -5: STRUCTURE (2.0)
| | | | | | | | LOCDiff > -5: DOCUMENTATION (2.0)
| | | | | | oldCyclomaticComplexity > 0: DOCUMENTATION (13.0)
| | | | | numberOfAddedWords > 2
| | | | | | oldFirstChar <= 9: FUNCTIONAL (3.0/1.0)
| | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | oldLocBlank > 0: STRUCTURE (4.0/1.0)
| | | Functions added > 0
| | | | oldCyclomaticComplexity <= 1
| | | | | numberOfAddedWords <= 6
| | | | | | newLocBlank <= 0
| | | | | | | oldLastChar <= 0
| | | | | | | | Comma diff <= 0: STRUCTURE (3.0/1.0)
| | | | | | | | Comma diff > 0: DOCUMENTATION (6.0)
| | | | | | | oldLastChar > 0: STRUCTURE (5.0)
| | | | | | newLocBlank > 0
| | | | | | | oldLastChar <= 51
| | | | | | | | LOCCommentsDiff <= -19: DOCUMENTATION (3.0/1.0)
| | | | | | | | LOCCommentsDiff > -19: STRUCTURE (30.0)
| | | | | | | oldLastChar > 51: DOCUMENTATION (3.0/1.0)
| | | | | numberOfAddedWords > 6: VISUALREPRESENTATION (2.0/1.0)
| | | | oldCyclomaticComplexity > 1: DOCUMENTATION (2.0)
newLocBlank > 1
| newLocExec <= 1
| | newLastChar <= 13: STRUCTURE (3.0/1.0)
| | newLastChar > 13: DOCUMENTATION (3.0)
| newLocExec > 1
| | oldLastChar <= 0
| | | newLoc <= 5
| | | | if added <= 0: STRUCTURE (2.0)
| | | | if added > 0: FUNCTIONAL (2.0)
| | | newLoc > 5: STRUCTURE (123.0/2.0)
| | oldLastChar > 0
| | | oldFirstChar <= 9: STRUCTURE (3.0/1.0)
| | | oldFirstChar > 9
| | | | Functions added <= 1
| | | | | newFirstChar <= 9: STRUCTURE (2.0)
| | | | | newFirstChar > 9
| | | | | | newLastChar <= 13: DOCUMENTATION (3.0/1.0)
| | | | | | newLastChar > 13: STRUCTURE (3.0/1.0)
| | | | Functions added > 1: STRUCTURE (2.0)
Number of Leaves : 266
Size of the tree : 531
Correctly Classified Instances 2079 78.7202 %
Incorrectly Classified Instances 562 21.2798 %
Kappa statistic 0.6701
Mean absolute error 0.1233
Root mean squared error 0.2948
Relative absolute error 37.8689 %
Root relative squared error 73.0731 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1111 22 121 22 | a = DOCUMENTATION
45 304 36 17 | b = VISUALREPRESENTATION
127 45 580 29 | c = STRUCTURE
37 22 39 84 | d = FUNCTIONAL
J48 pruned tree
------------------
newLocBlank <= 1
| newLocComments <= 0
| | cyclomaticDiff <= -2
| | | Comma diff <= 1
| | | | newLastChar <= 116
| | | | | Functions diff <= 1
| | | | | | min and p diff <= 0
| | | | | | | Comma diff <= 0
| | | | | | | | newLocExec <= 2: FUNCTIONAL (2.0)
| | | | | | | | newLocExec > 2: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (2.0)
| | | | | | min and p diff > 0: DOCUMENTATION (7.0/2.0)
| | | | | Functions diff > 1: STRUCTURE (3.0)
| | | | newLastChar > 116
| | | | | LOCExecDiff <= -8: STRUCTURE (4.0/1.0)
| | | | | LOCExecDiff > -8
| | | | | | newFirstChar <= 9
| | | | | | | Functions added <= 0: VISUALREPRESENTATION (2.0)
| | | | | | | Functions added > 0: FUNCTIONAL (6.0/2.0)
| | | | | | newFirstChar > 9: FUNCTIONAL (36.0/3.0)
| | | Comma diff > 1: STRUCTURE (9.0/1.0)
| | cyclomaticDiff > -2
| | | numberOfAddedCharacters <= 3
| | | | Functions changed <= 0
| | | | | numberOfAddedCharacters <= 2
| | | | | | numberOfAddedCharacters <= 0
| | | | | | | if added <= 0
| | | | | | | | Functions diff <= 3
| | | | | | | | | oldLocComments <= 0
| | | | | | | | | | cyclomaticDiff <= 1
| | | | | | | | | | | New diff <= -1
| | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | LOCExecDiff <= 2: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | LOCExecDiff > 2: VISUALREPRESENTATION (41.0/14.0)
| | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | oldLastChar <= 76
| | | | | | | | | | | | | | | LOCExecDiff <= 2: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | LOCExecDiff > 2
| | | | | | | | | | | | | | | | Functions diff <= -2: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | Functions diff > -2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | methodWord <= -1: STRUCTURE (7.0)
| | | | | | | | | | | | | methodWord > -1: DOCUMENTATION (3.0)
| | | | | | | | | | | New diff > -1
| | | | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | | | newLocBlank <= 0
| | | | | | | | | | | | | | Functions diff <= 1
| | | | | | | | | | | | | | | oldLocExec <= 1
| | | | | | | | | | | | | | | | commentWord <= 0
| | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | min and p diff <= -1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -1: STRUCTURE (23.0/5.0)
| | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | oldLastChar <= 61
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: STRUCTURE (9.0/2.0)
| | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (22.0/10.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 13
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 0: STRUCTURE (10.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 0: DOCUMENTATION (64.0/19.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff <= 0: STRUCTURE (85.0/38.0)
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff > 0: FUNCTIONAL (3.0)
| | | | | | | | | | | | | | | | | | | | | | | commentsWords > 13: DOCUMENTATION (6.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 44: VISUALREPRESENTATION (5.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 44: STRUCTURE (25.0/10.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 119: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | | | | | | | | | | newLastChar > 119
| | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (8.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 64: STRUCTURE (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 64: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: DOCUMENTATION (21.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | New added > 0: VISUALREPRESENTATION (4.0/2.0)
| | | | | | | | | | | | | | | | | | | oldLastChar > 61
| | | | | | | | | | | | | | | | | | | | oldLastChar <= 121: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | oldLastChar > 121
| | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLocExec > 1
| | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (14.0/3.0)
| | | | | | | | | | | | | | | | | | | min and p diff > 0: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 1: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | Functions added > 0: VISUALREPRESENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | newFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | commentWord > 0
| | | | | | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (10.0)
| | | | | | | | | | | | | | | oldLocExec > 1
| | | | | | | | | | | | | | | | levenshteinDistance <= 0.97619
| | | | | | | | | | | | | | | | | finalWord <= -1
| | | | | | | | | | | | | | | | | | min and p diff <= -14: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | min and p diff > -14
| | | | | | | | | | | | | | | | | | | Comma diff <= -2
| | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 3: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | LOCExecDiff > 3
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 4: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 4: VISUALREPRESENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | Comma diff > -2
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (31.0/7.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | oldLocExec <= 2
| | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 51: VISUALREPRESENTATION (3.0)
| | | | | | | | | | | | | | | | | | | | | | oldLastChar > 51: STRUCTURE (5.0)
| | | | | | | | | | | | | | | | | | | | | oldLocExec > 2: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | finalWord > -1
| | | | | | | | | | | | | | | | | | addWord <= 0: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | addWord > 0
| | | | | | | | | | | | | | | | | | | commentsWords <= 97: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | commentsWords > 97: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | levenshteinDistance > 0.97619: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | Functions diff > 1
| | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | min and p diff <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | Functions diff <= 2: STRUCTURE (12.0/6.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > 2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: VISUALREPRESENTATION (7.0/2.0)
| | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 1
| | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | min and p diff > 1: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (27.0/1.0)
| | | | | | | | | | | | | newLocBlank > 0
| | | | | | | | | | | | | | LOCExecDiff <= -2
| | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | LOCExecDiff <= -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | LOCExecDiff > -4
| | | | | | | | | | | | | | | | | newLastChar <= 76: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Functions added > 0: STRUCTURE (31.0/4.0)
| | | | | | | | | | | | | | LOCExecDiff > -2: VISUALREPRESENTATION (46.0/1.0)
| | | | | | | | | | | | oldLocBlank > 0
| | | | | | | | | | | | | LOCExecDiff <= 1: VISUALREPRESENTATION (33.0)
| | | | | | | | | | | | | LOCExecDiff > 1: STRUCTURE (25.0/1.0)
| | | | | | | | | | cyclomaticDiff > 1
| | | | | | | | | | | min and p diff <= -2: DOCUMENTATION (2.0)
| | | | | | | | | | | min and p diff > -2
| | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | oldLastChar > 76: FUNCTIONAL (16.0/3.0)
| | | | | | | | | oldLocComments > 0
| | | | | | | | | | Functions diff <= -2
| | | | | | | | | | | oldLastChar <= 76: STRUCTURE (9.0/1.0)
| | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (5.0/1.0)
| | | | | | | | | | Functions diff > -2
| | | | | | | | | | | oldLastChar <= 43
| | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (15.0/1.0)
| | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0)
| | | | | | | | | | | oldLastChar > 43
| | | | | | | | | | | | oldLocExec <= 0: DOCUMENTATION (44.0/2.0)
| | | | | | | | | | | | oldLocExec > 0
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (2.0)
| | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (7.0/1.0)
| | | | | | | | Functions diff > 3
| | | | | | | | | newLocBlank <= 0
| | | | | | | | | | New diff <= 1
| | | | | | | | | | | Comma diff <= 2: STRUCTURE (7.0/1.0)
| | | | | | | | | | | Comma diff > 2: FUNCTIONAL (7.0/1.0)
| | | | | | | | | | New diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | newLocBlank > 0: STRUCTURE (14.0)
| | | | | | | if added > 0
| | | | | | | | newLocBlank <= 0
| | | | | | | | | newLastChar <= 50
| | | | | | | | | | Functions added <= 0: FUNCTIONAL (4.0/1.0)
| | | | | | | | | | Functions added > 0: DOCUMENTATION (8.0)
| | | | | | | | | newLastChar > 50
| | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (21.0/2.0)
| | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0)
| | | | | | | | | | assignment diff > 0
| | | | | | | | | | | newLastChar <= 123: VISUALREPRESENTATION (9.0/4.0)
| | | | | | | | | | | newLastChar > 123: FUNCTIONAL (2.0)
| | | | | | | | newLocBlank > 0: FUNCTIONAL (4.0)
| | | | | | numberOfAddedCharacters > 0
| | | | | | | newLastChar <= 50: STRUCTURE (16.0)
| | | | | | | newLastChar > 50
| | | | | | | | Functions diff <= -1
| | | | | | | | | numberOfDeletedWords <= 2: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | Functions diff > -1
| | | | | | | | | numberOfDeletedWords <= 0: STRUCTURE (2.0)
| | | | | | | | | numberOfDeletedWords > 0
| | | | | | | | | | numberOfAddedCharacters <= 1: DOCUMENTATION (8.0)
| | | | | | | | | | numberOfAddedCharacters > 1: FUNCTIONAL (2.0)
| | | | | numberOfAddedCharacters > 2
| | | | | | newLocExec <= 1
| | | | | | | Functions diff <= -1: STRUCTURE (2.0)
| | | | | | | Functions diff > -1
| | | | | | | | numberOfDeletedCharacters <= 3: DOCUMENTATION (10.0)
| | | | | | | | numberOfDeletedCharacters > 3
| | | | | | | | | levenshteinDistance <= 0.915663: DOCUMENTATION (3.0)
| | | | | | | | | levenshteinDistance > 0.915663: STRUCTURE (3.0)
| | | | | | newLocExec > 1: VISUALREPRESENTATION (54.0/1.0)
| | | | Functions changed > 0
| | | | | numberOfDeletedCharacters <= 3
| | | | | | numberOfAddedWords <= 1
| | | | | | | newLastChar <= 50: FUNCTIONAL (2.0)
| | | | | | | newLastChar > 50
| | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0)
| | | | | | | | newFirstChar > 9
| | | | | | | | | numberOfAddedCharacters <= 2: FUNCTIONAL (4.0)
| | | | | | | | | numberOfAddedCharacters > 2: DOCUMENTATION (3.0)
| | | | | | numberOfAddedWords > 1: STRUCTURE (2.0)
| | | | | numberOfDeletedCharacters > 3
| | | | | | Functions changed <= 1: STRUCTURE (31.0/3.0)
| | | | | | Functions changed > 1: DOCUMENTATION (3.0)
| | | numberOfAddedCharacters > 3
| | | | levenshteinDistance <= 0.728395
| | | | | newLocBlank <= 0
| | | | | | LOCCommentsDiff <= 0
| | | | | | | oldLocBlank <= 0
| | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | newFirstChar <= 9
| | | | | | | | | | newLastChar <= 40: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | newLastChar > 40
| | | | | | | | | | | numberOfDeletedWords <= 2
| | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | numberOfAddedCharacters <= 5: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedCharacters > 5: DOCUMENTATION (15.0/2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 1
| | | | | | | | | | | | | | | numberOfDeletedCharacters <= 5: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | numberOfDeletedCharacters > 5: STRUCTURE (8.0)
| | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | levenshteinDistance <= 0.716981: STRUCTURE (25.0/3.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.716981: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (5.0/1.0)
| | | | | | | | | | | | assignment diff > 0: STRUCTURE (4.0)
| | | | | | | | | | | numberOfDeletedWords > 2: STRUCTURE (12.0)
| | | | | | | | | newFirstChar > 9
| | | | | | | | | | numberOfAddedCharacters <= 5
| | | | | | | | | | | levenshteinDistance <= 0.722222: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | levenshteinDistance > 0.722222: FUNCTIONAL (4.0)
| | | | | | | | | | numberOfAddedCharacters > 5
| | | | | | | | | | | methodWord <= -1
| | | | | | | | | | | | LOCExecDiff <= -1
| | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | newLastChar <= 76: FUNCTIONAL (9.0)
| | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | numberOfAddedWords <= 1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/2.0)
| | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (14.0/1.0)
| | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (4.0/2.0)
| | | | | | | | | | | | LOCExecDiff > -1
| | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | newLocExec <= 1: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | newLocExec > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | numberOfDeletedWords <= 1: DOCUMENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (12.0/2.0)
| | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | levenshteinDistance <= 0.673913: STRUCTURE (45.0/3.0)
| | | | | | | | | | | | | | | | | levenshteinDistance > 0.673913: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (3.0)
| | | | | | | | | | | | | | Functions diff > 0: STRUCTURE (8.0)
| | | | | | | | | | | methodWord > -1
| | | | | | | | | | | | returnWord <= 0
| | | | | | | | | | | | | LOCExecDiff <= -1: STRUCTURE (3.0)
| | | | | | | | | | | | | LOCExecDiff > -1: DOCUMENTATION (9.0/2.0)
| | | | | | | | | | | | returnWord > 0: FUNCTIONAL (3.0)
| | | | | | | | numberOfAddedWords > 4
| | | | | | | | | methodWord <= -1: DOCUMENTATION (5.0/1.0)
| | | | | | | | | methodWord > -1: STRUCTURE (4.0/2.0)
| | | | | | | oldLocBlank > 0: STRUCTURE (12.0/1.0)
| | | | | | LOCCommentsDiff > 0
| | | | | | | newFirstChar <= 9: STRUCTURE (4.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (5.0)
| | | | | newLocBlank > 0
| | | | | | newLastChar <= 50: VISUALREPRESENTATION (8.0/1.0)
| | | | | | newLastChar > 50
| | | | | | | numberOfDeletedCharacters <= 31: STRUCTURE (10.0)
| | | | | | | numberOfDeletedCharacters > 31: DOCUMENTATION (11.0/3.0)
| | | | levenshteinDistance > 0.728395
| | | | | newLastChar <= 36: STRUCTURE (7.0)
| | | | | newLastChar > 36
| | | | | | LOCExecDiff <= -1
| | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (6.0)
| | | | | | LOCExecDiff > -1
| | | | | | | numberOfDeletedWords <= 0
| | | | | | | | numberOfAddedCharacters <= 7: STRUCTURE (4.0)
| | | | | | | | numberOfAddedCharacters > 7: DOCUMENTATION (8.0/3.0)
| | | | | | | numberOfDeletedWords > 0
| | | | | | | | numberOfDeletedCharacters <= 24
| | | | | | | | | newLocExec <= 1
| | | | | | | | | | numberOfDeletedCharacters <= 5
| | | | | | | | | | | numberOfDeletedCharacters <= 2: DOCUMENTATION (18.0)
| | | | | | | | | | | numberOfDeletedCharacters > 2
| | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.793103: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.793103: DOCUMENTATION (5.0)
| | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (11.0/2.0)
| | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | Functions changed <= 0: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | numberOfDeletedCharacters > 5
| | | | | | | | | | | addWord <= 0
| | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | levenshteinDistance <= 0.790698: STRUCTURE (3.0)
| | | | | | | | | | | | | | levenshteinDistance > 0.790698: DOCUMENTATION (3.0)
| | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (7.0/1.0)
| | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | numberOfDeletedCharacters <= 8: DOCUMENTATION (80.0/3.0)
| | | | | | | | | | | | | numberOfDeletedCharacters > 8
| | | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (3.0)
| | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 12: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | numberOfDeletedCharacters > 12: STRUCTURE (3.0/1.0)
| | | | | | | | | | | addWord > 0: STRUCTURE (3.0/1.0)
| | | | | | | | | newLocExec > 1
| | | | | | | | | | newLastChar <= 123
| | | | | | | | | | | levenshteinDistance <= 0.801325
| | | | | | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (5.0/1.0)
| | | | | | | | | | | | numberOfAddedWords > 2
| | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (9.0)
| | | | | | | | | | | | | Functions changed > 0: STRUCTURE (2.0)
| | | | | | | | | | | levenshteinDistance > 0.801325: DOCUMENTATION (45.0/2.0)
| | | | | | | | | | newLastChar > 123: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | numberOfDeletedCharacters > 24
| | | | | | | | | numberOfDeletedWords <= 7: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 7: DOCUMENTATION (2.0)
| newLocComments > 0
| | newLocExec <= 0
| | | newFirstChar <= 32: DOCUMENTATION (624.0/14.0)
| | | newFirstChar > 32
| | | | LOCDiff <= -6: DOCUMENTATION (29.0)
| | | | LOCDiff > -6: VISUALREPRESENTATION (5.0/1.0)
| | newLocExec > 0
| | | Functions added <= 0
| | | | oldLocBlank <= 0
| | | | | numberOfAddedWords <= 2: DOCUMENTATION (26.0/3.0)
| | | | | numberOfAddedWords > 2
| | | | | | oldFirstChar <= 9: FUNCTIONAL (3.0/1.0)
| | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | oldLocBlank > 0: STRUCTURE (4.0/1.0)
| | | Functions added > 0
| | | | oldCyclomaticComplexity <= 1
| | | | | newLocBlank <= 0
| | | | | | oldLastChar <= 0
| | | | | | | Comma diff <= 0: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (6.0)
| | | | | | oldLastChar > 0: STRUCTURE (7.0/1.0)
| | | | | newLocBlank > 0
| | | | | | oldLastChar <= 51
| | | | | | | LOCCommentsDiff <= -19: DOCUMENTATION (3.0/1.0)
| | | | | | | LOCCommentsDiff > -19: STRUCTURE (30.0)
| | | | | | oldLastChar > 51: DOCUMENTATION (3.0/1.0)
| | | | oldCyclomaticComplexity > 1: DOCUMENTATION (2.0)
newLocBlank > 1
| newLocExec <= 1
| | newLastChar <= 13: STRUCTURE (3.0/1.0)
| | newLastChar > 13: DOCUMENTATION (3.0)
| newLocExec > 1
| | newLoc <= 5
| | | if added <= 0: STRUCTURE (2.0)
| | | if added > 0: FUNCTIONAL (2.0)
| | newLoc > 5: STRUCTURE (136.0/6.0)
Number of Leaves : 203
Size of the tree : 405
Correctly Classified Instances 2069 78.3415 %
Incorrectly Classified Instances 572 21.6585 %
Kappa statistic 0.6645
Mean absolute error 0.1322
Root mean squared error 0.2969
Relative absolute error 40.5956 %
Root relative squared error 73.5758 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1098 28 138 12 | a = DOCUMENTATION
40 303 40 19 | b = VISUALREPRESENTATION
125 46 587 23 | c = STRUCTURE
37 26 38 81 | d = FUNCTIONAL
J48 pruned tree
------------------
newLocBlank <= 1
| newLocComments <= 0
| | cyclomaticDiff <= -2
| | | Comma diff <= 1
| | | | newLastChar <= 116
| | | | | Functions diff <= 1
| | | | | | min and p diff <= 0
| | | | | | | Comma diff <= 0
| | | | | | | | newLocExec <= 2: FUNCTIONAL (2.0)
| | | | | | | | newLocExec > 2: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (2.0)
| | | | | | min and p diff > 0: DOCUMENTATION (7.0/2.0)
| | | | | Functions diff > 1: STRUCTURE (3.0)
| | | | newLastChar > 116
| | | | | LOCExecDiff <= -8: STRUCTURE (4.0/1.0)
| | | | | LOCExecDiff > -8
| | | | | | newFirstChar <= 9
| | | | | | | Functions added <= 0: VISUALREPRESENTATION (2.0)
| | | | | | | Functions added > 0: FUNCTIONAL (6.0/2.0)
| | | | | | newFirstChar > 9: FUNCTIONAL (36.0/3.0)
| | | Comma diff > 1: STRUCTURE (9.0/1.0)
| | cyclomaticDiff > -2
| | | numberOfAddedCharacters <= 3
| | | | Functions changed <= 0
| | | | | numberOfAddedCharacters <= 2
| | | | | | numberOfAddedCharacters <= 0
| | | | | | | if added <= 0
| | | | | | | | Functions diff <= 3
| | | | | | | | | oldLocComments <= 0
| | | | | | | | | | cyclomaticDiff <= 1
| | | | | | | | | | | New diff <= -1
| | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | LOCExecDiff <= 2: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | LOCExecDiff > 2: VISUALREPRESENTATION (41.0/14.0)
| | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | oldLastChar <= 76
| | | | | | | | | | | | | | | LOCExecDiff <= 2: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | LOCExecDiff > 2
| | | | | | | | | | | | | | | | Functions diff <= -2: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | Functions diff > -2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | methodWord <= -1: STRUCTURE (7.0)
| | | | | | | | | | | | | methodWord > -1: DOCUMENTATION (3.0)
| | | | | | | | | | | New diff > -1
| | | | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | | | newLocBlank <= 0
| | | | | | | | | | | | | | Functions diff <= 1
| | | | | | | | | | | | | | | oldLocExec <= 1
| | | | | | | | | | | | | | | | commentWord <= 0
| | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | min and p diff <= -1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -1: STRUCTURE (23.0/5.0)
| | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | oldLastChar <= 61
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: STRUCTURE (9.0/2.0)
| | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (22.0/10.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 13
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 0: STRUCTURE (10.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 0: DOCUMENTATION (64.0/19.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff <= 0: STRUCTURE (85.0/38.0)
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff > 0: FUNCTIONAL (3.0)
| | | | | | | | | | | | | | | | | | | | | | | commentsWords > 13: DOCUMENTATION (6.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 44: VISUALREPRESENTATION (5.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 44: STRUCTURE (25.0/10.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 119: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | | | | | | | | | | newLastChar > 119
| | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (8.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 64: STRUCTURE (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 64: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: DOCUMENTATION (21.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | New added > 0: VISUALREPRESENTATION (4.0/2.0)
| | | | | | | | | | | | | | | | | | | oldLastChar > 61
| | | | | | | | | | | | | | | | | | | | oldLastChar <= 121: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | oldLastChar > 121
| | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLocExec > 1
| | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (14.0/3.0)
| | | | | | | | | | | | | | | | | | | min and p diff > 0: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 1: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | Functions added > 0: VISUALREPRESENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | newFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | commentWord > 0
| | | | | | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (10.0)
| | | | | | | | | | | | | | | oldLocExec > 1
| | | | | | | | | | | | | | | | levenshteinDistance <= 0.97619
| | | | | | | | | | | | | | | | | finalWord <= -1
| | | | | | | | | | | | | | | | | | min and p diff <= -14: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | min and p diff > -14
| | | | | | | | | | | | | | | | | | | Comma diff <= -2
| | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 3: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | LOCExecDiff > 3
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 4: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 4: VISUALREPRESENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | Comma diff > -2
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (31.0/7.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | oldLocExec <= 2
| | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 51: VISUALREPRESENTATION (3.0)
| | | | | | | | | | | | | | | | | | | | | | oldLastChar > 51: STRUCTURE (5.0)
| | | | | | | | | | | | | | | | | | | | | oldLocExec > 2: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | finalWord > -1
| | | | | | | | | | | | | | | | | | addWord <= 0: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | addWord > 0
| | | | | | | | | | | | | | | | | | | commentsWords <= 97: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | commentsWords > 97: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | levenshteinDistance > 0.97619: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | Functions diff > 1
| | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | min and p diff <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | Functions diff <= 2: STRUCTURE (12.0/6.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > 2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: VISUALREPRESENTATION (7.0/2.0)
| | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 1
| | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | min and p diff > 1: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (27.0/1.0)
| | | | | | | | | | | | | newLocBlank > 0
| | | | | | | | | | | | | | LOCExecDiff <= -2
| | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | LOCExecDiff <= -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | LOCExecDiff > -4
| | | | | | | | | | | | | | | | | newLastChar <= 76: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Functions added > 0: STRUCTURE (31.0/4.0)
| | | | | | | | | | | | | | LOCExecDiff > -2: VISUALREPRESENTATION (46.0/1.0)
| | | | | | | | | | | | oldLocBlank > 0
| | | | | | | | | | | | | LOCExecDiff <= 1: VISUALREPRESENTATION (33.0)
| | | | | | | | | | | | | LOCExecDiff > 1: STRUCTURE (25.0/1.0)
| | | | | | | | | | cyclomaticDiff > 1
| | | | | | | | | | | min and p diff <= -2: DOCUMENTATION (2.0)
| | | | | | | | | | | min and p diff > -2
| | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | oldLastChar > 76: FUNCTIONAL (16.0/3.0)
| | | | | | | | | oldLocComments > 0
| | | | | | | | | | Functions diff <= -2
| | | | | | | | | | | oldLastChar <= 76: STRUCTURE (9.0/1.0)
| | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (5.0/1.0)
| | | | | | | | | | Functions diff > -2
| | | | | | | | | | | oldLastChar <= 43
| | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (15.0/1.0)
| | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0)
| | | | | | | | | | | oldLastChar > 43
| | | | | | | | | | | | oldLocExec <= 0: DOCUMENTATION (44.0/2.0)
| | | | | | | | | | | | oldLocExec > 0
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (2.0)
| | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (7.0/1.0)
| | | | | | | | Functions diff > 3
| | | | | | | | | newLocBlank <= 0
| | | | | | | | | | New diff <= 1
| | | | | | | | | | | Comma diff <= 2: STRUCTURE (7.0/1.0)
| | | | | | | | | | | Comma diff > 2: FUNCTIONAL (7.0/1.0)
| | | | | | | | | | New diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | newLocBlank > 0: STRUCTURE (14.0)
| | | | | | | if added > 0
| | | | | | | | newLocBlank <= 0
| | | | | | | | | newLastChar <= 50
| | | | | | | | | | Functions added <= 0: FUNCTIONAL (4.0/1.0)
| | | | | | | | | | Functions added > 0: DOCUMENTATION (8.0)
| | | | | | | | | newLastChar > 50
| | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (21.0/2.0)
| | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0)
| | | | | | | | | | assignment diff > 0
| | | | | | | | | | | newLastChar <= 123: VISUALREPRESENTATION (9.0/4.0)
| | | | | | | | | | | newLastChar > 123: FUNCTIONAL (2.0)
| | | | | | | | newLocBlank > 0: FUNCTIONAL (4.0)
| | | | | | numberOfAddedCharacters > 0
| | | | | | | newLastChar <= 50: STRUCTURE (16.0)
| | | | | | | newLastChar > 50
| | | | | | | | Functions diff <= -1
| | | | | | | | | numberOfDeletedWords <= 2: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | Functions diff > -1
| | | | | | | | | numberOfDeletedWords <= 0: STRUCTURE (2.0)
| | | | | | | | | numberOfDeletedWords > 0
| | | | | | | | | | numberOfAddedCharacters <= 1: DOCUMENTATION (8.0)
| | | | | | | | | | numberOfAddedCharacters > 1: FUNCTIONAL (2.0)
| | | | | numberOfAddedCharacters > 2
| | | | | | newLocExec <= 1
| | | | | | | Functions diff <= -1: STRUCTURE (2.0)
| | | | | | | Functions diff > -1
| | | | | | | | numberOfDeletedCharacters <= 3: DOCUMENTATION (10.0)
| | | | | | | | numberOfDeletedCharacters > 3
| | | | | | | | | levenshteinDistance <= 0.915663: DOCUMENTATION (3.0)
| | | | | | | | | levenshteinDistance > 0.915663: STRUCTURE (3.0)
| | | | | | newLocExec > 1: VISUALREPRESENTATION (54.0/1.0)
| | | | Functions changed > 0
| | | | | numberOfDeletedCharacters <= 3
| | | | | | numberOfAddedWords <= 1
| | | | | | | newLastChar <= 50: FUNCTIONAL (2.0)
| | | | | | | newLastChar > 50
| | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0)
| | | | | | | | newFirstChar > 9
| | | | | | | | | numberOfAddedCharacters <= 2: FUNCTIONAL (4.0)
| | | | | | | | | numberOfAddedCharacters > 2: DOCUMENTATION (3.0)
| | | | | | numberOfAddedWords > 1: STRUCTURE (2.0)
| | | | | numberOfDeletedCharacters > 3
| | | | | | Functions changed <= 1: STRUCTURE (31.0/3.0)
| | | | | | Functions changed > 1: DOCUMENTATION (3.0)
| | | numberOfAddedCharacters > 3
| | | | levenshteinDistance <= 0.728395
| | | | | newLocBlank <= 0
| | | | | | LOCCommentsDiff <= 0
| | | | | | | oldLocBlank <= 0
| | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | newFirstChar <= 9
| | | | | | | | | | newLastChar <= 40: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | newLastChar > 40
| | | | | | | | | | | numberOfDeletedWords <= 2
| | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | numberOfAddedCharacters <= 5: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedCharacters > 5: DOCUMENTATION (15.0/2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 1
| | | | | | | | | | | | | | | numberOfDeletedCharacters <= 5: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | numberOfDeletedCharacters > 5: STRUCTURE (8.0)
| | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | levenshteinDistance <= 0.716981: STRUCTURE (25.0/3.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.716981: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (5.0/1.0)
| | | | | | | | | | | | assignment diff > 0: STRUCTURE (4.0)
| | | | | | | | | | | numberOfDeletedWords > 2: STRUCTURE (12.0)
| | | | | | | | | newFirstChar > 9
| | | | | | | | | | numberOfAddedCharacters <= 5
| | | | | | | | | | | levenshteinDistance <= 0.722222: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | levenshteinDistance > 0.722222: FUNCTIONAL (4.0)
| | | | | | | | | | numberOfAddedCharacters > 5
| | | | | | | | | | | methodWord <= -1
| | | | | | | | | | | | LOCExecDiff <= -1
| | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | newLastChar <= 76: FUNCTIONAL (9.0)
| | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | numberOfAddedWords <= 1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/2.0)
| | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (14.0/1.0)
| | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (4.0/2.0)
| | | | | | | | | | | | LOCExecDiff > -1
| | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | newLocExec <= 1: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | newLocExec > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | numberOfDeletedWords <= 1: DOCUMENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (12.0/2.0)
| | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | levenshteinDistance <= 0.673913: STRUCTURE (45.0/3.0)
| | | | | | | | | | | | | | | | | levenshteinDistance > 0.673913: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (3.0)
| | | | | | | | | | | | | | Functions diff > 0: STRUCTURE (8.0)
| | | | | | | | | | | methodWord > -1
| | | | | | | | | | | | returnWord <= 0
| | | | | | | | | | | | | LOCExecDiff <= -1: STRUCTURE (3.0)
| | | | | | | | | | | | | LOCExecDiff > -1: DOCUMENTATION (9.0/2.0)
| | | | | | | | | | | | returnWord > 0: FUNCTIONAL (3.0)
| | | | | | | | numberOfAddedWords > 4
| | | | | | | | | methodWord <= -1: DOCUMENTATION (5.0/1.0)
| | | | | | | | | methodWord > -1: STRUCTURE (4.0/2.0)
| | | | | | | oldLocBlank > 0: STRUCTURE (12.0/1.0)
| | | | | | LOCCommentsDiff > 0
| | | | | | | newFirstChar <= 9: STRUCTURE (4.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (5.0)
| | | | | newLocBlank > 0
| | | | | | newLastChar <= 50: VISUALREPRESENTATION (8.0/1.0)
| | | | | | newLastChar > 50
| | | | | | | numberOfDeletedCharacters <= 31: STRUCTURE (10.0)
| | | | | | | numberOfDeletedCharacters > 31: DOCUMENTATION (11.0/3.0)
| | | | levenshteinDistance > 0.728395
| | | | | newLastChar <= 36: STRUCTURE (7.0)
| | | | | newLastChar > 36
| | | | | | LOCExecDiff <= -1
| | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (6.0)
| | | | | | LOCExecDiff > -1
| | | | | | | numberOfDeletedWords <= 0
| | | | | | | | numberOfAddedCharacters <= 7: STRUCTURE (4.0)
| | | | | | | | numberOfAddedCharacters > 7: DOCUMENTATION (8.0/3.0)
| | | | | | | numberOfDeletedWords > 0
| | | | | | | | numberOfDeletedCharacters <= 24
| | | | | | | | | newLocExec <= 1
| | | | | | | | | | numberOfDeletedCharacters <= 5
| | | | | | | | | | | numberOfDeletedCharacters <= 2: DOCUMENTATION (18.0)
| | | | | | | | | | | numberOfDeletedCharacters > 2
| | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.793103: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.793103: DOCUMENTATION (5.0)
| | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (11.0/2.0)
| | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | Functions changed <= 0: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | numberOfDeletedCharacters > 5
| | | | | | | | | | | addWord <= 0
| | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | levenshteinDistance <= 0.790698: STRUCTURE (3.0)
| | | | | | | | | | | | | | levenshteinDistance > 0.790698: DOCUMENTATION (3.0)
| | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (7.0/1.0)
| | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | numberOfDeletedCharacters <= 8: DOCUMENTATION (80.0/3.0)
| | | | | | | | | | | | | numberOfDeletedCharacters > 8
| | | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (3.0)
| | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 12: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | numberOfDeletedCharacters > 12: STRUCTURE (3.0/1.0)
| | | | | | | | | | | addWord > 0: STRUCTURE (3.0/1.0)
| | | | | | | | | newLocExec > 1
| | | | | | | | | | newLastChar <= 123
| | | | | | | | | | | levenshteinDistance <= 0.801325
| | | | | | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (5.0/1.0)
| | | | | | | | | | | | numberOfAddedWords > 2
| | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (9.0)
| | | | | | | | | | | | | Functions changed > 0: STRUCTURE (2.0)
| | | | | | | | | | | levenshteinDistance > 0.801325: DOCUMENTATION (45.0/2.0)
| | | | | | | | | | newLastChar > 123: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | numberOfDeletedCharacters > 24
| | | | | | | | | numberOfDeletedWords <= 7: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 7: DOCUMENTATION (2.0)
| newLocComments > 0
| | newLocExec <= 0
| | | newFirstChar <= 32: DOCUMENTATION (624.0/14.0)
| | | newFirstChar > 32
| | | | LOCDiff <= -6: DOCUMENTATION (29.0)
| | | | LOCDiff > -6: VISUALREPRESENTATION (5.0/1.0)
| | newLocExec > 0
| | | Functions added <= 0
| | | | oldLocBlank <= 0
| | | | | numberOfAddedWords <= 2: DOCUMENTATION (26.0/3.0)
| | | | | numberOfAddedWords > 2
| | | | | | oldFirstChar <= 9: FUNCTIONAL (3.0/1.0)
| | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | oldLocBlank > 0: STRUCTURE (4.0/1.0)
| | | Functions added > 0
| | | | oldCyclomaticComplexity <= 1
| | | | | newLocBlank <= 0
| | | | | | oldLastChar <= 0
| | | | | | | Comma diff <= 0: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (6.0)
| | | | | | oldLastChar > 0: STRUCTURE (7.0/1.0)
| | | | | newLocBlank > 0
| | | | | | oldLastChar <= 51
| | | | | | | LOCCommentsDiff <= -19: DOCUMENTATION (3.0/1.0)
| | | | | | | LOCCommentsDiff > -19: STRUCTURE (30.0)
| | | | | | oldLastChar > 51: DOCUMENTATION (3.0/1.0)
| | | | oldCyclomaticComplexity > 1: DOCUMENTATION (2.0)
newLocBlank > 1
| newLocExec <= 1
| | newLastChar <= 13: STRUCTURE (3.0/1.0)
| | newLastChar > 13: DOCUMENTATION (3.0)
| newLocExec > 1
| | newLoc <= 5
| | | if added <= 0: STRUCTURE (2.0)
| | | if added > 0: FUNCTIONAL (2.0)
| | newLoc > 5: STRUCTURE (136.0/6.0)
Number of Leaves : 203
Size of the tree : 405
Correctly Classified Instances 2074 78.5309 %
Incorrectly Classified Instances 567 21.4691 %
Kappa statistic 0.6679
Mean absolute error 0.1305
Root mean squared error 0.2968
Relative absolute error 40.0626 %
Root relative squared error 73.5621 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1098 38 132 8 | a = DOCUMENTATION
39 302 40 21 | b = VISUALREPRESENTATION
117 36 598 30 | c = STRUCTURE
34 29 43 76 | d = FUNCTIONAL
J48 pruned tree
------------------
newLocBlank <= 1
| newLocComments <= 0
| | cyclomaticDiff <= -2
| | | Comma diff <= 1
| | | | newLastChar <= 116
| | | | | Functions diff <= 1
| | | | | | min and p diff <= 0
| | | | | | | Comma diff <= 0
| | | | | | | | newLocExec <= 2: FUNCTIONAL (2.0)
| | | | | | | | newLocExec > 2: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (2.0)
| | | | | | min and p diff > 0: DOCUMENTATION (7.0/2.0)
| | | | | Functions diff > 1: STRUCTURE (3.0)
| | | | newLastChar > 116
| | | | | LOCExecDiff <= -8: STRUCTURE (4.0/1.0)
| | | | | LOCExecDiff > -8
| | | | | | newFirstChar <= 9
| | | | | | | Functions added <= 0: VISUALREPRESENTATION (2.0)
| | | | | | | Functions added > 0: FUNCTIONAL (6.0/2.0)
| | | | | | newFirstChar > 9: FUNCTIONAL (36.0/3.0)
| | | Comma diff > 1: STRUCTURE (9.0/1.0)
| | cyclomaticDiff > -2
| | | numberOfAddedCharacters <= 3
| | | | Functions changed <= 0
| | | | | numberOfAddedCharacters <= 2
| | | | | | numberOfAddedCharacters <= 0
| | | | | | | if added <= 0
| | | | | | | | Functions diff <= 3
| | | | | | | | | oldLocComments <= 0
| | | | | | | | | | cyclomaticDiff <= 1
| | | | | | | | | | | New diff <= -1
| | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | LOCExecDiff <= 2: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | LOCExecDiff > 2: VISUALREPRESENTATION (41.0/14.0)
| | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | oldLastChar <= 76
| | | | | | | | | | | | | | | LOCExecDiff <= 2: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | LOCExecDiff > 2
| | | | | | | | | | | | | | | | Functions diff <= -2: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | Functions diff > -2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | methodWord <= -1: STRUCTURE (7.0)
| | | | | | | | | | | | | methodWord > -1: DOCUMENTATION (3.0)
| | | | | | | | | | | New diff > -1
| | | | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | | | newLocBlank <= 0
| | | | | | | | | | | | | | Functions diff <= 1
| | | | | | | | | | | | | | | oldLocExec <= 1
| | | | | | | | | | | | | | | | commentWord <= 0
| | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | min and p diff <= -1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -1: STRUCTURE (23.0/5.0)
| | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | oldLastChar <= 61
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: STRUCTURE (9.0/2.0)
| | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (22.0/10.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 13
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 0: STRUCTURE (10.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 0: DOCUMENTATION (64.0/19.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff <= 0: STRUCTURE (85.0/38.0)
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff > 0: FUNCTIONAL (3.0)
| | | | | | | | | | | | | | | | | | | | | | | commentsWords > 13: DOCUMENTATION (6.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 44: VISUALREPRESENTATION (5.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 44: STRUCTURE (25.0/10.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 119: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | | | | | | | | | | newLastChar > 119
| | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (8.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 64: STRUCTURE (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 64: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: DOCUMENTATION (21.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | New added > 0: VISUALREPRESENTATION (4.0/2.0)
| | | | | | | | | | | | | | | | | | | oldLastChar > 61
| | | | | | | | | | | | | | | | | | | | oldLastChar <= 121: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | oldLastChar > 121
| | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLocExec > 1
| | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (14.0/3.0)
| | | | | | | | | | | | | | | | | | | min and p diff > 0: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 1: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | Functions added > 0: VISUALREPRESENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | newFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | commentWord > 0
| | | | | | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (10.0)
| | | | | | | | | | | | | | | oldLocExec > 1
| | | | | | | | | | | | | | | | levenshteinDistance <= 0.97619
| | | | | | | | | | | | | | | | | finalWord <= -1
| | | | | | | | | | | | | | | | | | min and p diff <= -14: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | min and p diff > -14
| | | | | | | | | | | | | | | | | | | Comma diff <= -2
| | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 3: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | LOCExecDiff > 3
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 4: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 4: VISUALREPRESENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | Comma diff > -2
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (31.0/7.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | oldLocExec <= 2
| | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 51: VISUALREPRESENTATION (3.0)
| | | | | | | | | | | | | | | | | | | | | | oldLastChar > 51: STRUCTURE (5.0)
| | | | | | | | | | | | | | | | | | | | | oldLocExec > 2: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | finalWord > -1
| | | | | | | | | | | | | | | | | | addWord <= 0: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | addWord > 0
| | | | | | | | | | | | | | | | | | | commentsWords <= 97: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | commentsWords > 97: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | levenshteinDistance > 0.97619: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | Functions diff > 1
| | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | min and p diff <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | Functions diff <= 2: STRUCTURE (12.0/6.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > 2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: VISUALREPRESENTATION (7.0/2.0)
| | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 1
| | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | min and p diff > 1: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (27.0/1.0)
| | | | | | | | | | | | | newLocBlank > 0
| | | | | | | | | | | | | | LOCExecDiff <= -2
| | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | LOCExecDiff <= -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | LOCExecDiff > -4
| | | | | | | | | | | | | | | | | newLastChar <= 76: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Functions added > 0: STRUCTURE (31.0/4.0)
| | | | | | | | | | | | | | LOCExecDiff > -2: VISUALREPRESENTATION (46.0/1.0)
| | | | | | | | | | | | oldLocBlank > 0
| | | | | | | | | | | | | LOCExecDiff <= 1: VISUALREPRESENTATION (33.0)
| | | | | | | | | | | | | LOCExecDiff > 1: STRUCTURE (25.0/1.0)
| | | | | | | | | | cyclomaticDiff > 1
| | | | | | | | | | | min and p diff <= -2: DOCUMENTATION (2.0)
| | | | | | | | | | | min and p diff > -2
| | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | oldLastChar > 76: FUNCTIONAL (16.0/3.0)
| | | | | | | | | oldLocComments > 0
| | | | | | | | | | Functions diff <= -2
| | | | | | | | | | | oldLastChar <= 76: STRUCTURE (9.0/1.0)
| | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (5.0/1.0)
| | | | | | | | | | Functions diff > -2
| | | | | | | | | | | oldLastChar <= 43
| | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (15.0/1.0)
| | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0)
| | | | | | | | | | | oldLastChar > 43
| | | | | | | | | | | | oldLocExec <= 0: DOCUMENTATION (44.0/2.0)
| | | | | | | | | | | | oldLocExec > 0
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (2.0)
| | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (7.0/1.0)
| | | | | | | | Functions diff > 3
| | | | | | | | | newLocBlank <= 0
| | | | | | | | | | New diff <= 1
| | | | | | | | | | | Comma diff <= 2: STRUCTURE (7.0/1.0)
| | | | | | | | | | | Comma diff > 2: FUNCTIONAL (7.0/1.0)
| | | | | | | | | | New diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | newLocBlank > 0: STRUCTURE (14.0)
| | | | | | | if added > 0
| | | | | | | | newLocBlank <= 0
| | | | | | | | | newLastChar <= 50
| | | | | | | | | | Functions added <= 0: FUNCTIONAL (4.0/1.0)
| | | | | | | | | | Functions added > 0: DOCUMENTATION (8.0)
| | | | | | | | | newLastChar > 50
| | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (21.0/2.0)
| | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0)
| | | | | | | | | | assignment diff > 0
| | | | | | | | | | | newLastChar <= 123: VISUALREPRESENTATION (9.0/4.0)
| | | | | | | | | | | newLastChar > 123: FUNCTIONAL (2.0)
| | | | | | | | newLocBlank > 0: FUNCTIONAL (4.0)
| | | | | | numberOfAddedCharacters > 0
| | | | | | | newLastChar <= 50: STRUCTURE (16.0)
| | | | | | | newLastChar > 50
| | | | | | | | Functions diff <= -1
| | | | | | | | | numberOfDeletedWords <= 2: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | Functions diff > -1
| | | | | | | | | numberOfDeletedWords <= 0: STRUCTURE (2.0)
| | | | | | | | | numberOfDeletedWords > 0
| | | | | | | | | | numberOfAddedCharacters <= 1: DOCUMENTATION (8.0)
| | | | | | | | | | numberOfAddedCharacters > 1: FUNCTIONAL (2.0)
| | | | | numberOfAddedCharacters > 2
| | | | | | newLocExec <= 1
| | | | | | | Functions diff <= -1: STRUCTURE (2.0)
| | | | | | | Functions diff > -1
| | | | | | | | numberOfDeletedCharacters <= 3: DOCUMENTATION (10.0)
| | | | | | | | numberOfDeletedCharacters > 3
| | | | | | | | | levenshteinDistance <= 0.915663: DOCUMENTATION (3.0)
| | | | | | | | | levenshteinDistance > 0.915663: STRUCTURE (3.0)
| | | | | | newLocExec > 1: VISUALREPRESENTATION (54.0/1.0)
| | | | Functions changed > 0
| | | | | numberOfDeletedCharacters <= 3
| | | | | | numberOfAddedWords <= 1
| | | | | | | newLastChar <= 50: FUNCTIONAL (2.0)
| | | | | | | newLastChar > 50
| | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0)
| | | | | | | | newFirstChar > 9
| | | | | | | | | numberOfAddedCharacters <= 2: FUNCTIONAL (4.0)
| | | | | | | | | numberOfAddedCharacters > 2: DOCUMENTATION (3.0)
| | | | | | numberOfAddedWords > 1: STRUCTURE (2.0)
| | | | | numberOfDeletedCharacters > 3
| | | | | | Functions changed <= 1: STRUCTURE (31.0/3.0)
| | | | | | Functions changed > 1: DOCUMENTATION (3.0)
| | | numberOfAddedCharacters > 3
| | | | levenshteinDistance <= 0.728395
| | | | | newLocBlank <= 0
| | | | | | LOCCommentsDiff <= 0
| | | | | | | oldLocBlank <= 0
| | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | newFirstChar <= 9
| | | | | | | | | | newLastChar <= 40: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | newLastChar > 40
| | | | | | | | | | | numberOfDeletedWords <= 2
| | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | numberOfAddedCharacters <= 5: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedCharacters > 5: DOCUMENTATION (15.0/2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 1
| | | | | | | | | | | | | | | numberOfDeletedCharacters <= 5: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | numberOfDeletedCharacters > 5: STRUCTURE (8.0)
| | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | levenshteinDistance <= 0.716981: STRUCTURE (25.0/3.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.716981: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (5.0/1.0)
| | | | | | | | | | | | assignment diff > 0: STRUCTURE (4.0)
| | | | | | | | | | | numberOfDeletedWords > 2: STRUCTURE (12.0)
| | | | | | | | | newFirstChar > 9
| | | | | | | | | | numberOfAddedCharacters <= 5
| | | | | | | | | | | levenshteinDistance <= 0.722222: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | levenshteinDistance > 0.722222: FUNCTIONAL (4.0)
| | | | | | | | | | numberOfAddedCharacters > 5
| | | | | | | | | | | methodWord <= -1
| | | | | | | | | | | | LOCExecDiff <= -1
| | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | newLastChar <= 76: FUNCTIONAL (9.0)
| | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | numberOfAddedWords <= 1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/2.0)
| | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (14.0/1.0)
| | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (4.0/2.0)
| | | | | | | | | | | | LOCExecDiff > -1
| | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | newLocExec <= 1: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | newLocExec > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | numberOfDeletedWords <= 1: DOCUMENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (12.0/2.0)
| | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | levenshteinDistance <= 0.673913: STRUCTURE (45.0/3.0)
| | | | | | | | | | | | | | | | | levenshteinDistance > 0.673913: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (3.0)
| | | | | | | | | | | | | | Functions diff > 0: STRUCTURE (8.0)
| | | | | | | | | | | methodWord > -1
| | | | | | | | | | | | returnWord <= 0
| | | | | | | | | | | | | LOCExecDiff <= -1: STRUCTURE (3.0)
| | | | | | | | | | | | | LOCExecDiff > -1: DOCUMENTATION (9.0/2.0)
| | | | | | | | | | | | returnWord > 0: FUNCTIONAL (3.0)
| | | | | | | | numberOfAddedWords > 4
| | | | | | | | | methodWord <= -1: DOCUMENTATION (5.0/1.0)
| | | | | | | | | methodWord > -1: STRUCTURE (4.0/2.0)
| | | | | | | oldLocBlank > 0: STRUCTURE (12.0/1.0)
| | | | | | LOCCommentsDiff > 0
| | | | | | | newFirstChar <= 9: STRUCTURE (4.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (5.0)
| | | | | newLocBlank > 0
| | | | | | newLastChar <= 50: VISUALREPRESENTATION (8.0/1.0)
| | | | | | newLastChar > 50
| | | | | | | numberOfDeletedCharacters <= 31: STRUCTURE (10.0)
| | | | | | | numberOfDeletedCharacters > 31: DOCUMENTATION (11.0/3.0)
| | | | levenshteinDistance > 0.728395
| | | | | newLastChar <= 36: STRUCTURE (7.0)
| | | | | newLastChar > 36
| | | | | | LOCExecDiff <= -1
| | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (6.0)
| | | | | | LOCExecDiff > -1
| | | | | | | numberOfDeletedWords <= 0
| | | | | | | | numberOfAddedCharacters <= 7: STRUCTURE (4.0)
| | | | | | | | numberOfAddedCharacters > 7: DOCUMENTATION (8.0/3.0)
| | | | | | | numberOfDeletedWords > 0
| | | | | | | | numberOfDeletedCharacters <= 24
| | | | | | | | | newLocExec <= 1
| | | | | | | | | | numberOfDeletedCharacters <= 5
| | | | | | | | | | | numberOfDeletedCharacters <= 2: DOCUMENTATION (18.0)
| | | | | | | | | | | numberOfDeletedCharacters > 2
| | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.793103: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.793103: DOCUMENTATION (5.0)
| | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (11.0/2.0)
| | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | Functions changed <= 0: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | numberOfDeletedCharacters > 5
| | | | | | | | | | | addWord <= 0
| | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | levenshteinDistance <= 0.790698: STRUCTURE (3.0)
| | | | | | | | | | | | | | levenshteinDistance > 0.790698: DOCUMENTATION (3.0)
| | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (7.0/1.0)
| | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | numberOfDeletedCharacters <= 8: DOCUMENTATION (80.0/3.0)
| | | | | | | | | | | | | numberOfDeletedCharacters > 8
| | | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (3.0)
| | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 12: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | numberOfDeletedCharacters > 12: STRUCTURE (3.0/1.0)
| | | | | | | | | | | addWord > 0: STRUCTURE (3.0/1.0)
| | | | | | | | | newLocExec > 1
| | | | | | | | | | newLastChar <= 123
| | | | | | | | | | | levenshteinDistance <= 0.801325
| | | | | | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (5.0/1.0)
| | | | | | | | | | | | numberOfAddedWords > 2
| | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (9.0)
| | | | | | | | | | | | | Functions changed > 0: STRUCTURE (2.0)
| | | | | | | | | | | levenshteinDistance > 0.801325: DOCUMENTATION (45.0/2.0)
| | | | | | | | | | newLastChar > 123: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | numberOfDeletedCharacters > 24
| | | | | | | | | numberOfDeletedWords <= 7: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 7: DOCUMENTATION (2.0)
| newLocComments > 0
| | newLocExec <= 0
| | | newFirstChar <= 32: DOCUMENTATION (624.0/14.0)
| | | newFirstChar > 32
| | | | LOCDiff <= -6: DOCUMENTATION (29.0)
| | | | LOCDiff > -6: VISUALREPRESENTATION (5.0/1.0)
| | newLocExec > 0
| | | Functions added <= 0
| | | | oldLocBlank <= 0
| | | | | numberOfAddedWords <= 2: DOCUMENTATION (26.0/3.0)
| | | | | numberOfAddedWords > 2
| | | | | | oldFirstChar <= 9: FUNCTIONAL (3.0/1.0)
| | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | oldLocBlank > 0: STRUCTURE (4.0/1.0)
| | | Functions added > 0
| | | | oldCyclomaticComplexity <= 1
| | | | | newLocBlank <= 0
| | | | | | oldLastChar <= 0
| | | | | | | Comma diff <= 0: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (6.0)
| | | | | | oldLastChar > 0: STRUCTURE (7.0/1.0)
| | | | | newLocBlank > 0
| | | | | | oldLastChar <= 51
| | | | | | | LOCCommentsDiff <= -19: DOCUMENTATION (3.0/1.0)
| | | | | | | LOCCommentsDiff > -19: STRUCTURE (30.0)
| | | | | | oldLastChar > 51: DOCUMENTATION (3.0/1.0)
| | | | oldCyclomaticComplexity > 1: DOCUMENTATION (2.0)
newLocBlank > 1
| newLocExec <= 1
| | newLastChar <= 13: STRUCTURE (3.0/1.0)
| | newLastChar > 13: DOCUMENTATION (3.0)
| newLocExec > 1
| | newLoc <= 5
| | | if added <= 0: STRUCTURE (2.0)
| | | if added > 0: FUNCTIONAL (2.0)
| | newLoc > 5: STRUCTURE (136.0/6.0)
Number of Leaves : 203
Size of the tree : 405
Correctly Classified Instances 2045 77.4328 %
Incorrectly Classified Instances 596 22.5672 %
Kappa statistic 0.6511
Mean absolute error 0.1353
Root mean squared error 0.3017
Relative absolute error 41.5405 %
Root relative squared error 74.7667 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1088 30 145 13 | a = DOCUMENTATION
42 290 44 26 | b = VISUALREPRESENTATION
122 46 587 26 | c = STRUCTURE
33 24 45 80 | d = FUNCTIONAL
J48 pruned tree
------------------
newLocBlank <= 1
| newLocComments <= 0
| | cyclomaticDiff <= -2
| | | Comma diff <= 1
| | | | newLastChar <= 116
| | | | | Functions diff <= 1
| | | | | | min and p diff <= 0
| | | | | | | Comma diff <= 0
| | | | | | | | newLocExec <= 2: FUNCTIONAL (2.0)
| | | | | | | | newLocExec > 2: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (2.0)
| | | | | | min and p diff > 0: DOCUMENTATION (7.0/2.0)
| | | | | Functions diff > 1: STRUCTURE (3.0)
| | | | newLastChar > 116
| | | | | LOCExecDiff <= -8: STRUCTURE (4.0/1.0)
| | | | | LOCExecDiff > -8
| | | | | | newFirstChar <= 9
| | | | | | | Functions added <= 0: VISUALREPRESENTATION (2.0)
| | | | | | | Functions added > 0: FUNCTIONAL (6.0/2.0)
| | | | | | newFirstChar > 9: FUNCTIONAL (36.0/3.0)
| | | Comma diff > 1: STRUCTURE (9.0/1.0)
| | cyclomaticDiff > -2
| | | numberOfAddedCharacters <= 3
| | | | Functions changed <= 0
| | | | | numberOfAddedCharacters <= 2
| | | | | | numberOfAddedCharacters <= 0
| | | | | | | if added <= 0
| | | | | | | | Functions diff <= 3
| | | | | | | | | oldLocComments <= 0
| | | | | | | | | | cyclomaticDiff <= 1
| | | | | | | | | | | New diff <= -1
| | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | LOCExecDiff <= 2: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | LOCExecDiff > 2: VISUALREPRESENTATION (41.0/14.0)
| | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | oldLastChar <= 76
| | | | | | | | | | | | | | | LOCExecDiff <= 2: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | LOCExecDiff > 2
| | | | | | | | | | | | | | | | Functions diff <= -2: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | Functions diff > -2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | methodWord <= -1: STRUCTURE (7.0)
| | | | | | | | | | | | | methodWord > -1: DOCUMENTATION (3.0)
| | | | | | | | | | | New diff > -1
| | | | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | | | newLocBlank <= 0
| | | | | | | | | | | | | | Functions diff <= 1
| | | | | | | | | | | | | | | oldLocExec <= 1
| | | | | | | | | | | | | | | | commentWord <= 0
| | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | min and p diff <= -1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -1: STRUCTURE (23.0/5.0)
| | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | oldLastChar <= 61
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: STRUCTURE (9.0/2.0)
| | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (22.0/10.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 13
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 0: STRUCTURE (10.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 0: DOCUMENTATION (64.0/19.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff <= 0: STRUCTURE (85.0/38.0)
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff > 0: FUNCTIONAL (3.0)
| | | | | | | | | | | | | | | | | | | | | | | commentsWords > 13: DOCUMENTATION (6.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 44: VISUALREPRESENTATION (5.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 44: STRUCTURE (25.0/10.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 119: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | | | | | | | | | | newLastChar > 119
| | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (8.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 64: STRUCTURE (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 64: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: DOCUMENTATION (21.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | New added > 0: VISUALREPRESENTATION (4.0/2.0)
| | | | | | | | | | | | | | | | | | | oldLastChar > 61
| | | | | | | | | | | | | | | | | | | | oldLastChar <= 121: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | oldLastChar > 121
| | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLocExec > 1
| | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (14.0/3.0)
| | | | | | | | | | | | | | | | | | | min and p diff > 0: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 1: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | Functions added > 0: VISUALREPRESENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | newFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | commentWord > 0
| | | | | | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (10.0)
| | | | | | | | | | | | | | | oldLocExec > 1
| | | | | | | | | | | | | | | | levenshteinDistance <= 0.97619
| | | | | | | | | | | | | | | | | finalWord <= -1
| | | | | | | | | | | | | | | | | | min and p diff <= -14: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | min and p diff > -14
| | | | | | | | | | | | | | | | | | | Comma diff <= -2
| | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 3: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | LOCExecDiff > 3
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 4: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 4: VISUALREPRESENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | Comma diff > -2
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (31.0/7.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | oldLocExec <= 2
| | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 51: VISUALREPRESENTATION (3.0)
| | | | | | | | | | | | | | | | | | | | | | oldLastChar > 51: STRUCTURE (5.0)
| | | | | | | | | | | | | | | | | | | | | oldLocExec > 2: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | finalWord > -1
| | | | | | | | | | | | | | | | | | addWord <= 0: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | addWord > 0
| | | | | | | | | | | | | | | | | | | commentsWords <= 97: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | commentsWords > 97: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | levenshteinDistance > 0.97619: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | Functions diff > 1
| | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | min and p diff <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | Functions diff <= 2: STRUCTURE (12.0/6.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > 2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: VISUALREPRESENTATION (7.0/2.0)
| | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 1
| | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | min and p diff > 1: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (27.0/1.0)
| | | | | | | | | | | | | newLocBlank > 0
| | | | | | | | | | | | | | LOCExecDiff <= -2
| | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | LOCExecDiff <= -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | LOCExecDiff > -4
| | | | | | | | | | | | | | | | | newLastChar <= 76: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Functions added > 0: STRUCTURE (31.0/4.0)
| | | | | | | | | | | | | | LOCExecDiff > -2: VISUALREPRESENTATION (46.0/1.0)
| | | | | | | | | | | | oldLocBlank > 0
| | | | | | | | | | | | | LOCExecDiff <= 1: VISUALREPRESENTATION (33.0)
| | | | | | | | | | | | | LOCExecDiff > 1: STRUCTURE (25.0/1.0)
| | | | | | | | | | cyclomaticDiff > 1
| | | | | | | | | | | min and p diff <= -2: DOCUMENTATION (2.0)
| | | | | | | | | | | min and p diff > -2
| | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | oldLastChar > 76: FUNCTIONAL (16.0/3.0)
| | | | | | | | | oldLocComments > 0
| | | | | | | | | | Functions diff <= -2
| | | | | | | | | | | oldLastChar <= 76: STRUCTURE (9.0/1.0)
| | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (5.0/1.0)
| | | | | | | | | | Functions diff > -2
| | | | | | | | | | | oldLastChar <= 43
| | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (15.0/1.0)
| | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0)
| | | | | | | | | | | oldLastChar > 43
| | | | | | | | | | | | oldLocExec <= 0: DOCUMENTATION (44.0/2.0)
| | | | | | | | | | | | oldLocExec > 0
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (2.0)
| | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (7.0/1.0)
| | | | | | | | Functions diff > 3
| | | | | | | | | newLocBlank <= 0
| | | | | | | | | | New diff <= 1
| | | | | | | | | | | Comma diff <= 2: STRUCTURE (7.0/1.0)
| | | | | | | | | | | Comma diff > 2: FUNCTIONAL (7.0/1.0)
| | | | | | | | | | New diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | newLocBlank > 0: STRUCTURE (14.0)
| | | | | | | if added > 0
| | | | | | | | newLocBlank <= 0
| | | | | | | | | newLastChar <= 50
| | | | | | | | | | Functions added <= 0: FUNCTIONAL (4.0/1.0)
| | | | | | | | | | Functions added > 0: DOCUMENTATION (8.0)
| | | | | | | | | newLastChar > 50
| | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (21.0/2.0)
| | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0)
| | | | | | | | | | assignment diff > 0
| | | | | | | | | | | newLastChar <= 123: VISUALREPRESENTATION (9.0/4.0)
| | | | | | | | | | | newLastChar > 123: FUNCTIONAL (2.0)
| | | | | | | | newLocBlank > 0: FUNCTIONAL (4.0)
| | | | | | numberOfAddedCharacters > 0
| | | | | | | newLastChar <= 50: STRUCTURE (16.0)
| | | | | | | newLastChar > 50
| | | | | | | | Functions diff <= -1
| | | | | | | | | numberOfDeletedWords <= 2: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | Functions diff > -1
| | | | | | | | | numberOfDeletedWords <= 0: STRUCTURE (2.0)
| | | | | | | | | numberOfDeletedWords > 0
| | | | | | | | | | numberOfAddedCharacters <= 1: DOCUMENTATION (8.0)
| | | | | | | | | | numberOfAddedCharacters > 1: FUNCTIONAL (2.0)
| | | | | numberOfAddedCharacters > 2
| | | | | | newLocExec <= 1
| | | | | | | Functions diff <= -1: STRUCTURE (2.0)
| | | | | | | Functions diff > -1
| | | | | | | | numberOfDeletedCharacters <= 3: DOCUMENTATION (10.0)
| | | | | | | | numberOfDeletedCharacters > 3
| | | | | | | | | levenshteinDistance <= 0.915663: DOCUMENTATION (3.0)
| | | | | | | | | levenshteinDistance > 0.915663: STRUCTURE (3.0)
| | | | | | newLocExec > 1: VISUALREPRESENTATION (54.0/1.0)
| | | | Functions changed > 0
| | | | | numberOfDeletedCharacters <= 3
| | | | | | numberOfAddedWords <= 1
| | | | | | | newLastChar <= 50: FUNCTIONAL (2.0)
| | | | | | | newLastChar > 50
| | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0)
| | | | | | | | newFirstChar > 9
| | | | | | | | | numberOfAddedCharacters <= 2: FUNCTIONAL (4.0)
| | | | | | | | | numberOfAddedCharacters > 2: DOCUMENTATION (3.0)
| | | | | | numberOfAddedWords > 1: STRUCTURE (2.0)
| | | | | numberOfDeletedCharacters > 3
| | | | | | Functions changed <= 1: STRUCTURE (31.0/3.0)
| | | | | | Functions changed > 1: DOCUMENTATION (3.0)
| | | numberOfAddedCharacters > 3
| | | | levenshteinDistance <= 0.728395
| | | | | newLocBlank <= 0
| | | | | | LOCCommentsDiff <= 0
| | | | | | | oldLocBlank <= 0
| | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | newFirstChar <= 9
| | | | | | | | | | newLastChar <= 40: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | newLastChar > 40
| | | | | | | | | | | numberOfDeletedWords <= 2
| | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | numberOfAddedCharacters <= 5: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedCharacters > 5: DOCUMENTATION (15.0/2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 1
| | | | | | | | | | | | | | | numberOfDeletedCharacters <= 5: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | numberOfDeletedCharacters > 5: STRUCTURE (8.0)
| | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | levenshteinDistance <= 0.716981: STRUCTURE (25.0/3.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.716981: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (5.0/1.0)
| | | | | | | | | | | | assignment diff > 0: STRUCTURE (4.0)
| | | | | | | | | | | numberOfDeletedWords > 2: STRUCTURE (12.0)
| | | | | | | | | newFirstChar > 9
| | | | | | | | | | numberOfAddedCharacters <= 5
| | | | | | | | | | | levenshteinDistance <= 0.722222: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | levenshteinDistance > 0.722222: FUNCTIONAL (4.0)
| | | | | | | | | | numberOfAddedCharacters > 5
| | | | | | | | | | | methodWord <= -1
| | | | | | | | | | | | LOCExecDiff <= -1
| | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | newLastChar <= 76: FUNCTIONAL (9.0)
| | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | numberOfAddedWords <= 1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/2.0)
| | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (14.0/1.0)
| | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (4.0/2.0)
| | | | | | | | | | | | LOCExecDiff > -1
| | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | newLocExec <= 1: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | newLocExec > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | numberOfDeletedWords <= 1: DOCUMENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (12.0/2.0)
| | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | levenshteinDistance <= 0.673913: STRUCTURE (45.0/3.0)
| | | | | | | | | | | | | | | | | levenshteinDistance > 0.673913: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (3.0)
| | | | | | | | | | | | | | Functions diff > 0: STRUCTURE (8.0)
| | | | | | | | | | | methodWord > -1
| | | | | | | | | | | | returnWord <= 0
| | | | | | | | | | | | | LOCExecDiff <= -1: STRUCTURE (3.0)
| | | | | | | | | | | | | LOCExecDiff > -1: DOCUMENTATION (9.0/2.0)
| | | | | | | | | | | | returnWord > 0: FUNCTIONAL (3.0)
| | | | | | | | numberOfAddedWords > 4
| | | | | | | | | methodWord <= -1: DOCUMENTATION (5.0/1.0)
| | | | | | | | | methodWord > -1: STRUCTURE (4.0/2.0)
| | | | | | | oldLocBlank > 0: STRUCTURE (12.0/1.0)
| | | | | | LOCCommentsDiff > 0
| | | | | | | newFirstChar <= 9: STRUCTURE (4.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (5.0)
| | | | | newLocBlank > 0
| | | | | | newLastChar <= 50: VISUALREPRESENTATION (8.0/1.0)
| | | | | | newLastChar > 50
| | | | | | | numberOfDeletedCharacters <= 31: STRUCTURE (10.0)
| | | | | | | numberOfDeletedCharacters > 31: DOCUMENTATION (11.0/3.0)
| | | | levenshteinDistance > 0.728395
| | | | | newLastChar <= 36: STRUCTURE (7.0)
| | | | | newLastChar > 36
| | | | | | LOCExecDiff <= -1
| | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (6.0)
| | | | | | LOCExecDiff > -1
| | | | | | | numberOfDeletedWords <= 0
| | | | | | | | numberOfAddedCharacters <= 7: STRUCTURE (4.0)
| | | | | | | | numberOfAddedCharacters > 7: DOCUMENTATION (8.0/3.0)
| | | | | | | numberOfDeletedWords > 0
| | | | | | | | numberOfDeletedCharacters <= 24
| | | | | | | | | newLocExec <= 1
| | | | | | | | | | numberOfDeletedCharacters <= 5
| | | | | | | | | | | numberOfDeletedCharacters <= 2: DOCUMENTATION (18.0)
| | | | | | | | | | | numberOfDeletedCharacters > 2
| | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.793103: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.793103: DOCUMENTATION (5.0)
| | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (11.0/2.0)
| | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | Functions changed <= 0: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | numberOfDeletedCharacters > 5
| | | | | | | | | | | addWord <= 0
| | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | levenshteinDistance <= 0.790698: STRUCTURE (3.0)
| | | | | | | | | | | | | | levenshteinDistance > 0.790698: DOCUMENTATION (3.0)
| | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (7.0/1.0)
| | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | numberOfDeletedCharacters <= 8: DOCUMENTATION (80.0/3.0)
| | | | | | | | | | | | | numberOfDeletedCharacters > 8
| | | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (3.0)
| | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 12: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | numberOfDeletedCharacters > 12: STRUCTURE (3.0/1.0)
| | | | | | | | | | | addWord > 0: STRUCTURE (3.0/1.0)
| | | | | | | | | newLocExec > 1
| | | | | | | | | | newLastChar <= 123
| | | | | | | | | | | levenshteinDistance <= 0.801325
| | | | | | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (5.0/1.0)
| | | | | | | | | | | | numberOfAddedWords > 2
| | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (9.0)
| | | | | | | | | | | | | Functions changed > 0: STRUCTURE (2.0)
| | | | | | | | | | | levenshteinDistance > 0.801325: DOCUMENTATION (45.0/2.0)
| | | | | | | | | | newLastChar > 123: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | numberOfDeletedCharacters > 24
| | | | | | | | | numberOfDeletedWords <= 7: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 7: DOCUMENTATION (2.0)
| newLocComments > 0
| | newLocExec <= 0
| | | newFirstChar <= 32: DOCUMENTATION (624.0/14.0)
| | | newFirstChar > 32
| | | | LOCDiff <= -6: DOCUMENTATION (29.0)
| | | | LOCDiff > -6: VISUALREPRESENTATION (5.0/1.0)
| | newLocExec > 0
| | | Functions added <= 0
| | | | oldLocBlank <= 0
| | | | | numberOfAddedWords <= 2: DOCUMENTATION (26.0/3.0)
| | | | | numberOfAddedWords > 2
| | | | | | oldFirstChar <= 9: FUNCTIONAL (3.0/1.0)
| | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | oldLocBlank > 0: STRUCTURE (4.0/1.0)
| | | Functions added > 0
| | | | oldCyclomaticComplexity <= 1
| | | | | newLocBlank <= 0
| | | | | | oldLastChar <= 0
| | | | | | | Comma diff <= 0: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (6.0)
| | | | | | oldLastChar > 0: STRUCTURE (7.0/1.0)
| | | | | newLocBlank > 0
| | | | | | oldLastChar <= 51
| | | | | | | LOCCommentsDiff <= -19: DOCUMENTATION (3.0/1.0)
| | | | | | | LOCCommentsDiff > -19: STRUCTURE (30.0)
| | | | | | oldLastChar > 51: DOCUMENTATION (3.0/1.0)
| | | | oldCyclomaticComplexity > 1: DOCUMENTATION (2.0)
newLocBlank > 1
| newLocExec <= 1
| | newLastChar <= 13: STRUCTURE (3.0/1.0)
| | newLastChar > 13: DOCUMENTATION (3.0)
| newLocExec > 1
| | newLoc <= 5
| | | if added <= 0: STRUCTURE (2.0)
| | | if added > 0: FUNCTIONAL (2.0)
| | newLoc > 5: STRUCTURE (136.0/6.0)
Number of Leaves : 203
Size of the tree : 405
Correctly Classified Instances 2059 77.9629 %
Incorrectly Classified Instances 582 22.0371 %
Kappa statistic 0.658
Mean absolute error 0.1341
Root mean squared error 0.3012
Relative absolute error 41.1777 %
Root relative squared error 74.6493 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1105 34 123 14 | a = DOCUMENTATION
50 295 34 23 | b = VISUALREPRESENTATION
140 44 574 23 | c = STRUCTURE
31 26 40 85 | d = FUNCTIONAL
J48 pruned tree
------------------
newLocBlank <= 1
| newLocComments <= 0
| | cyclomaticDiff <= -2
| | | Comma diff <= 1
| | | | newLastChar <= 116
| | | | | Functions diff <= 1
| | | | | | min and p diff <= 0
| | | | | | | Comma diff <= 0
| | | | | | | | newLocExec <= 2: FUNCTIONAL (2.0)
| | | | | | | | newLocExec > 2: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (2.0)
| | | | | | min and p diff > 0: DOCUMENTATION (7.0/2.0)
| | | | | Functions diff > 1: STRUCTURE (3.0)
| | | | newLastChar > 116
| | | | | LOCExecDiff <= -8: STRUCTURE (4.0/1.0)
| | | | | LOCExecDiff > -8
| | | | | | newFirstChar <= 9
| | | | | | | Functions added <= 0: VISUALREPRESENTATION (2.0)
| | | | | | | Functions added > 0: FUNCTIONAL (6.0/2.0)
| | | | | | newFirstChar > 9: FUNCTIONAL (36.0/3.0)
| | | Comma diff > 1: STRUCTURE (9.0/1.0)
| | cyclomaticDiff > -2
| | | numberOfAddedCharacters <= 3
| | | | Functions changed <= 0
| | | | | numberOfAddedCharacters <= 2
| | | | | | numberOfAddedCharacters <= 0
| | | | | | | if added <= 0
| | | | | | | | Functions diff <= 3
| | | | | | | | | oldLocComments <= 0
| | | | | | | | | | cyclomaticDiff <= 1
| | | | | | | | | | | New diff <= -1
| | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | LOCExecDiff <= 2: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | LOCExecDiff > 2: VISUALREPRESENTATION (41.0/14.0)
| | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | oldLastChar <= 76
| | | | | | | | | | | | | | | LOCExecDiff <= 2: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | LOCExecDiff > 2
| | | | | | | | | | | | | | | | Functions diff <= -2: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | Functions diff > -2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | methodWord <= -1: STRUCTURE (7.0)
| | | | | | | | | | | | | methodWord > -1: DOCUMENTATION (3.0)
| | | | | | | | | | | New diff > -1
| | | | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | | | newLocBlank <= 0
| | | | | | | | | | | | | | Functions diff <= 1
| | | | | | | | | | | | | | | oldLocExec <= 1
| | | | | | | | | | | | | | | | commentWord <= 0
| | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | min and p diff <= -1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -1: STRUCTURE (23.0/5.0)
| | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | oldLastChar <= 61
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: STRUCTURE (9.0/2.0)
| | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (22.0/10.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 13
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 0: STRUCTURE (10.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 0: DOCUMENTATION (64.0/19.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff <= 0: STRUCTURE (85.0/38.0)
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff > 0: FUNCTIONAL (3.0)
| | | | | | | | | | | | | | | | | | | | | | | commentsWords > 13: DOCUMENTATION (6.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 44: VISUALREPRESENTATION (5.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 44: STRUCTURE (25.0/10.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 119: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | | | | | | | | | | newLastChar > 119
| | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (8.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 64: STRUCTURE (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 64: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: DOCUMENTATION (21.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | New added > 0: VISUALREPRESENTATION (4.0/2.0)
| | | | | | | | | | | | | | | | | | | oldLastChar > 61
| | | | | | | | | | | | | | | | | | | | oldLastChar <= 121: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | oldLastChar > 121
| | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLocExec > 1
| | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (14.0/3.0)
| | | | | | | | | | | | | | | | | | | min and p diff > 0: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 1: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | Functions added > 0: VISUALREPRESENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | newFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | commentWord > 0
| | | | | | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (10.0)
| | | | | | | | | | | | | | | oldLocExec > 1
| | | | | | | | | | | | | | | | levenshteinDistance <= 0.97619
| | | | | | | | | | | | | | | | | finalWord <= -1
| | | | | | | | | | | | | | | | | | min and p diff <= -14: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | min and p diff > -14
| | | | | | | | | | | | | | | | | | | Comma diff <= -2
| | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 3: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | LOCExecDiff > 3
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 4: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 4: VISUALREPRESENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | Comma diff > -2
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (31.0/7.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | oldLocExec <= 2
| | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 51: VISUALREPRESENTATION (3.0)
| | | | | | | | | | | | | | | | | | | | | | oldLastChar > 51: STRUCTURE (5.0)
| | | | | | | | | | | | | | | | | | | | | oldLocExec > 2: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | finalWord > -1
| | | | | | | | | | | | | | | | | | addWord <= 0: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | addWord > 0
| | | | | | | | | | | | | | | | | | | commentsWords <= 97: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | commentsWords > 97: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | levenshteinDistance > 0.97619: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | Functions diff > 1
| | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | min and p diff <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | Functions diff <= 2: STRUCTURE (12.0/6.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > 2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: VISUALREPRESENTATION (7.0/2.0)
| | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 1
| | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | min and p diff > 1: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (27.0/1.0)
| | | | | | | | | | | | | newLocBlank > 0
| | | | | | | | | | | | | | LOCExecDiff <= -2
| | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | LOCExecDiff <= -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | LOCExecDiff > -4
| | | | | | | | | | | | | | | | | newLastChar <= 76: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Functions added > 0: STRUCTURE (31.0/4.0)
| | | | | | | | | | | | | | LOCExecDiff > -2: VISUALREPRESENTATION (46.0/1.0)
| | | | | | | | | | | | oldLocBlank > 0
| | | | | | | | | | | | | LOCExecDiff <= 1: VISUALREPRESENTATION (33.0)
| | | | | | | | | | | | | LOCExecDiff > 1: STRUCTURE (25.0/1.0)
| | | | | | | | | | cyclomaticDiff > 1
| | | | | | | | | | | min and p diff <= -2: DOCUMENTATION (2.0)
| | | | | | | | | | | min and p diff > -2
| | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | oldLastChar > 76: FUNCTIONAL (16.0/3.0)
| | | | | | | | | oldLocComments > 0
| | | | | | | | | | Functions diff <= -2
| | | | | | | | | | | oldLastChar <= 76: STRUCTURE (9.0/1.0)
| | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (5.0/1.0)
| | | | | | | | | | Functions diff > -2
| | | | | | | | | | | oldLastChar <= 43
| | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (15.0/1.0)
| | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0)
| | | | | | | | | | | oldLastChar > 43
| | | | | | | | | | | | oldLocExec <= 0: DOCUMENTATION (44.0/2.0)
| | | | | | | | | | | | oldLocExec > 0
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (2.0)
| | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (7.0/1.0)
| | | | | | | | Functions diff > 3
| | | | | | | | | newLocBlank <= 0
| | | | | | | | | | New diff <= 1
| | | | | | | | | | | Comma diff <= 2: STRUCTURE (7.0/1.0)
| | | | | | | | | | | Comma diff > 2: FUNCTIONAL (7.0/1.0)
| | | | | | | | | | New diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | newLocBlank > 0: STRUCTURE (14.0)
| | | | | | | if added > 0
| | | | | | | | newLocBlank <= 0
| | | | | | | | | newLastChar <= 50
| | | | | | | | | | Functions added <= 0: FUNCTIONAL (4.0/1.0)
| | | | | | | | | | Functions added > 0: DOCUMENTATION (8.0)
| | | | | | | | | newLastChar > 50
| | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (21.0/2.0)
| | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0)
| | | | | | | | | | assignment diff > 0
| | | | | | | | | | | newLastChar <= 123: VISUALREPRESENTATION (9.0/4.0)
| | | | | | | | | | | newLastChar > 123: FUNCTIONAL (2.0)
| | | | | | | | newLocBlank > 0: FUNCTIONAL (4.0)
| | | | | | numberOfAddedCharacters > 0
| | | | | | | newLastChar <= 50: STRUCTURE (16.0)
| | | | | | | newLastChar > 50
| | | | | | | | Functions diff <= -1
| | | | | | | | | numberOfDeletedWords <= 2: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | Functions diff > -1
| | | | | | | | | numberOfDeletedWords <= 0: STRUCTURE (2.0)
| | | | | | | | | numberOfDeletedWords > 0
| | | | | | | | | | numberOfAddedCharacters <= 1: DOCUMENTATION (8.0)
| | | | | | | | | | numberOfAddedCharacters > 1: FUNCTIONAL (2.0)
| | | | | numberOfAddedCharacters > 2
| | | | | | newLocExec <= 1
| | | | | | | Functions diff <= -1: STRUCTURE (2.0)
| | | | | | | Functions diff > -1
| | | | | | | | numberOfDeletedCharacters <= 3: DOCUMENTATION (10.0)
| | | | | | | | numberOfDeletedCharacters > 3
| | | | | | | | | levenshteinDistance <= 0.915663: DOCUMENTATION (3.0)
| | | | | | | | | levenshteinDistance > 0.915663: STRUCTURE (3.0)
| | | | | | newLocExec > 1: VISUALREPRESENTATION (54.0/1.0)
| | | | Functions changed > 0
| | | | | numberOfDeletedCharacters <= 3
| | | | | | numberOfAddedWords <= 1
| | | | | | | newLastChar <= 50: FUNCTIONAL (2.0)
| | | | | | | newLastChar > 50
| | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0)
| | | | | | | | newFirstChar > 9
| | | | | | | | | numberOfAddedCharacters <= 2: FUNCTIONAL (4.0)
| | | | | | | | | numberOfAddedCharacters > 2: DOCUMENTATION (3.0)
| | | | | | numberOfAddedWords > 1: STRUCTURE (2.0)
| | | | | numberOfDeletedCharacters > 3
| | | | | | Functions changed <= 1: STRUCTURE (31.0/3.0)
| | | | | | Functions changed > 1: DOCUMENTATION (3.0)
| | | numberOfAddedCharacters > 3
| | | | levenshteinDistance <= 0.728395
| | | | | newLocBlank <= 0
| | | | | | LOCCommentsDiff <= 0
| | | | | | | oldLocBlank <= 0
| | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | newFirstChar <= 9
| | | | | | | | | | newLastChar <= 40: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | newLastChar > 40
| | | | | | | | | | | numberOfDeletedWords <= 2
| | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | numberOfAddedCharacters <= 5: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedCharacters > 5: DOCUMENTATION (15.0/2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 1
| | | | | | | | | | | | | | | numberOfDeletedCharacters <= 5: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | numberOfDeletedCharacters > 5: STRUCTURE (8.0)
| | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | levenshteinDistance <= 0.716981: STRUCTURE (25.0/3.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.716981: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (5.0/1.0)
| | | | | | | | | | | | assignment diff > 0: STRUCTURE (4.0)
| | | | | | | | | | | numberOfDeletedWords > 2: STRUCTURE (12.0)
| | | | | | | | | newFirstChar > 9
| | | | | | | | | | numberOfAddedCharacters <= 5
| | | | | | | | | | | levenshteinDistance <= 0.722222: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | levenshteinDistance > 0.722222: FUNCTIONAL (4.0)
| | | | | | | | | | numberOfAddedCharacters > 5
| | | | | | | | | | | methodWord <= -1
| | | | | | | | | | | | LOCExecDiff <= -1
| | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | newLastChar <= 76: FUNCTIONAL (9.0)
| | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | numberOfAddedWords <= 1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/2.0)
| | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (14.0/1.0)
| | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (4.0/2.0)
| | | | | | | | | | | | LOCExecDiff > -1
| | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | newLocExec <= 1: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | newLocExec > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | numberOfDeletedWords <= 1: DOCUMENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (12.0/2.0)
| | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | levenshteinDistance <= 0.673913: STRUCTURE (45.0/3.0)
| | | | | | | | | | | | | | | | | levenshteinDistance > 0.673913: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (3.0)
| | | | | | | | | | | | | | Functions diff > 0: STRUCTURE (8.0)
| | | | | | | | | | | methodWord > -1
| | | | | | | | | | | | returnWord <= 0
| | | | | | | | | | | | | LOCExecDiff <= -1: STRUCTURE (3.0)
| | | | | | | | | | | | | LOCExecDiff > -1: DOCUMENTATION (9.0/2.0)
| | | | | | | | | | | | returnWord > 0: FUNCTIONAL (3.0)
| | | | | | | | numberOfAddedWords > 4
| | | | | | | | | methodWord <= -1: DOCUMENTATION (5.0/1.0)
| | | | | | | | | methodWord > -1: STRUCTURE (4.0/2.0)
| | | | | | | oldLocBlank > 0: STRUCTURE (12.0/1.0)
| | | | | | LOCCommentsDiff > 0
| | | | | | | newFirstChar <= 9: STRUCTURE (4.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (5.0)
| | | | | newLocBlank > 0
| | | | | | newLastChar <= 50: VISUALREPRESENTATION (8.0/1.0)
| | | | | | newLastChar > 50
| | | | | | | numberOfDeletedCharacters <= 31: STRUCTURE (10.0)
| | | | | | | numberOfDeletedCharacters > 31: DOCUMENTATION (11.0/3.0)
| | | | levenshteinDistance > 0.728395
| | | | | newLastChar <= 36: STRUCTURE (7.0)
| | | | | newLastChar > 36
| | | | | | LOCExecDiff <= -1
| | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (6.0)
| | | | | | LOCExecDiff > -1
| | | | | | | numberOfDeletedWords <= 0
| | | | | | | | numberOfAddedCharacters <= 7: STRUCTURE (4.0)
| | | | | | | | numberOfAddedCharacters > 7: DOCUMENTATION (8.0/3.0)
| | | | | | | numberOfDeletedWords > 0
| | | | | | | | numberOfDeletedCharacters <= 24
| | | | | | | | | newLocExec <= 1
| | | | | | | | | | numberOfDeletedCharacters <= 5
| | | | | | | | | | | numberOfDeletedCharacters <= 2: DOCUMENTATION (18.0)
| | | | | | | | | | | numberOfDeletedCharacters > 2
| | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.793103: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.793103: DOCUMENTATION (5.0)
| | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (11.0/2.0)
| | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | Functions changed <= 0: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | numberOfDeletedCharacters > 5
| | | | | | | | | | | addWord <= 0
| | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | levenshteinDistance <= 0.790698: STRUCTURE (3.0)
| | | | | | | | | | | | | | levenshteinDistance > 0.790698: DOCUMENTATION (3.0)
| | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (7.0/1.0)
| | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | numberOfDeletedCharacters <= 8: DOCUMENTATION (80.0/3.0)
| | | | | | | | | | | | | numberOfDeletedCharacters > 8
| | | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (3.0)
| | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 12: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | numberOfDeletedCharacters > 12: STRUCTURE (3.0/1.0)
| | | | | | | | | | | addWord > 0: STRUCTURE (3.0/1.0)
| | | | | | | | | newLocExec > 1
| | | | | | | | | | newLastChar <= 123
| | | | | | | | | | | levenshteinDistance <= 0.801325
| | | | | | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (5.0/1.0)
| | | | | | | | | | | | numberOfAddedWords > 2
| | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (9.0)
| | | | | | | | | | | | | Functions changed > 0: STRUCTURE (2.0)
| | | | | | | | | | | levenshteinDistance > 0.801325: DOCUMENTATION (45.0/2.0)
| | | | | | | | | | newLastChar > 123: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | numberOfDeletedCharacters > 24
| | | | | | | | | numberOfDeletedWords <= 7: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 7: DOCUMENTATION (2.0)
| newLocComments > 0
| | newLocExec <= 0
| | | newFirstChar <= 32: DOCUMENTATION (624.0/14.0)
| | | newFirstChar > 32
| | | | LOCDiff <= -6: DOCUMENTATION (29.0)
| | | | LOCDiff > -6: VISUALREPRESENTATION (5.0/1.0)
| | newLocExec > 0
| | | Functions added <= 0
| | | | oldLocBlank <= 0
| | | | | numberOfAddedWords <= 2: DOCUMENTATION (26.0/3.0)
| | | | | numberOfAddedWords > 2
| | | | | | oldFirstChar <= 9: FUNCTIONAL (3.0/1.0)
| | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | oldLocBlank > 0: STRUCTURE (4.0/1.0)
| | | Functions added > 0
| | | | oldCyclomaticComplexity <= 1
| | | | | newLocBlank <= 0
| | | | | | oldLastChar <= 0
| | | | | | | Comma diff <= 0: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (6.0)
| | | | | | oldLastChar > 0: STRUCTURE (7.0/1.0)
| | | | | newLocBlank > 0
| | | | | | oldLastChar <= 51
| | | | | | | LOCCommentsDiff <= -19: DOCUMENTATION (3.0/1.0)
| | | | | | | LOCCommentsDiff > -19: STRUCTURE (30.0)
| | | | | | oldLastChar > 51: DOCUMENTATION (3.0/1.0)
| | | | oldCyclomaticComplexity > 1: DOCUMENTATION (2.0)
newLocBlank > 1
| newLocExec <= 1
| | newLastChar <= 13: STRUCTURE (3.0/1.0)
| | newLastChar > 13: DOCUMENTATION (3.0)
| newLocExec > 1
| | newLoc <= 5
| | | if added <= 0: STRUCTURE (2.0)
| | | if added > 0: FUNCTIONAL (2.0)
| | newLoc > 5: STRUCTURE (136.0/6.0)
Number of Leaves : 203
Size of the tree : 405
Correctly Classified Instances 2056 77.8493 %
Incorrectly Classified Instances 585 22.1507 %
Kappa statistic 0.6575
Mean absolute error 0.1326
Root mean squared error 0.2996
Relative absolute error 40.6994 %
Root relative squared error 74.2504 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1098 32 135 11 | a = DOCUMENTATION
43 298 39 22 | b = VISUALREPRESENTATION
117 47 583 34 | c = STRUCTURE
34 24 47 77 | d = FUNCTIONAL
J48 pruned tree
------------------
newLocBlank <= 1
| newLocComments <= 0
| | cyclomaticDiff <= -2
| | | Comma diff <= 1
| | | | newLastChar <= 116
| | | | | Functions diff <= 1
| | | | | | min and p diff <= 0
| | | | | | | Comma diff <= 0
| | | | | | | | newLocExec <= 2: FUNCTIONAL (2.0)
| | | | | | | | newLocExec > 2: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (2.0)
| | | | | | min and p diff > 0: DOCUMENTATION (7.0/2.0)
| | | | | Functions diff > 1: STRUCTURE (3.0)
| | | | newLastChar > 116
| | | | | LOCExecDiff <= -8: STRUCTURE (4.0/1.0)
| | | | | LOCExecDiff > -8
| | | | | | newFirstChar <= 9
| | | | | | | Functions added <= 0: VISUALREPRESENTATION (2.0)
| | | | | | | Functions added > 0: FUNCTIONAL (6.0/2.0)
| | | | | | newFirstChar > 9: FUNCTIONAL (36.0/3.0)
| | | Comma diff > 1: STRUCTURE (9.0/1.0)
| | cyclomaticDiff > -2
| | | numberOfAddedCharacters <= 3
| | | | Functions changed <= 0
| | | | | numberOfAddedCharacters <= 2
| | | | | | numberOfAddedCharacters <= 0
| | | | | | | if added <= 0
| | | | | | | | Functions diff <= 3
| | | | | | | | | oldLocComments <= 0
| | | | | | | | | | cyclomaticDiff <= 1
| | | | | | | | | | | New diff <= -1
| | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | LOCExecDiff <= 2: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | LOCExecDiff > 2: VISUALREPRESENTATION (41.0/14.0)
| | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | oldLastChar <= 76
| | | | | | | | | | | | | | | LOCExecDiff <= 2: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | LOCExecDiff > 2
| | | | | | | | | | | | | | | | Functions diff <= -2: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | Functions diff > -2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | methodWord <= -1: STRUCTURE (7.0)
| | | | | | | | | | | | | methodWord > -1: DOCUMENTATION (3.0)
| | | | | | | | | | | New diff > -1
| | | | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | | | newLocBlank <= 0
| | | | | | | | | | | | | | Functions diff <= 1
| | | | | | | | | | | | | | | oldLocExec <= 1
| | | | | | | | | | | | | | | | commentWord <= 0
| | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | min and p diff <= -1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -1: STRUCTURE (23.0/5.0)
| | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | oldLastChar <= 61
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: STRUCTURE (9.0/2.0)
| | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (22.0/10.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 13
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 0: STRUCTURE (10.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 0: DOCUMENTATION (64.0/19.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff <= 0: STRUCTURE (85.0/38.0)
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff > 0: FUNCTIONAL (3.0)
| | | | | | | | | | | | | | | | | | | | | | | commentsWords > 13: DOCUMENTATION (6.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 44: VISUALREPRESENTATION (5.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 44: STRUCTURE (25.0/10.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 119: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | | | | | | | | | | newLastChar > 119
| | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (8.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 64: STRUCTURE (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 64: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: DOCUMENTATION (21.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | New added > 0: VISUALREPRESENTATION (4.0/2.0)
| | | | | | | | | | | | | | | | | | | oldLastChar > 61
| | | | | | | | | | | | | | | | | | | | oldLastChar <= 121: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | oldLastChar > 121
| | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLocExec > 1
| | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (14.0/3.0)
| | | | | | | | | | | | | | | | | | | min and p diff > 0: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 1: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | Functions added > 0: VISUALREPRESENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | newFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | commentWord > 0
| | | | | | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (10.0)
| | | | | | | | | | | | | | | oldLocExec > 1
| | | | | | | | | | | | | | | | levenshteinDistance <= 0.97619
| | | | | | | | | | | | | | | | | finalWord <= -1
| | | | | | | | | | | | | | | | | | min and p diff <= -14: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | min and p diff > -14
| | | | | | | | | | | | | | | | | | | Comma diff <= -2
| | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 3: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | LOCExecDiff > 3
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 4: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 4: VISUALREPRESENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | Comma diff > -2
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (31.0/7.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | oldLocExec <= 2
| | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 51: VISUALREPRESENTATION (3.0)
| | | | | | | | | | | | | | | | | | | | | | oldLastChar > 51: STRUCTURE (5.0)
| | | | | | | | | | | | | | | | | | | | | oldLocExec > 2: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | finalWord > -1
| | | | | | | | | | | | | | | | | | addWord <= 0: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | addWord > 0
| | | | | | | | | | | | | | | | | | | commentsWords <= 97: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | commentsWords > 97: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | levenshteinDistance > 0.97619: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | Functions diff > 1
| | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | min and p diff <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | Functions diff <= 2: STRUCTURE (12.0/6.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > 2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: VISUALREPRESENTATION (7.0/2.0)
| | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 1
| | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | min and p diff > 1: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (27.0/1.0)
| | | | | | | | | | | | | newLocBlank > 0
| | | | | | | | | | | | | | LOCExecDiff <= -2
| | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | LOCExecDiff <= -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | LOCExecDiff > -4
| | | | | | | | | | | | | | | | | newLastChar <= 76: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Functions added > 0: STRUCTURE (31.0/4.0)
| | | | | | | | | | | | | | LOCExecDiff > -2: VISUALREPRESENTATION (46.0/1.0)
| | | | | | | | | | | | oldLocBlank > 0
| | | | | | | | | | | | | LOCExecDiff <= 1: VISUALREPRESENTATION (33.0)
| | | | | | | | | | | | | LOCExecDiff > 1: STRUCTURE (25.0/1.0)
| | | | | | | | | | cyclomaticDiff > 1
| | | | | | | | | | | min and p diff <= -2: DOCUMENTATION (2.0)
| | | | | | | | | | | min and p diff > -2
| | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | oldLastChar > 76: FUNCTIONAL (16.0/3.0)
| | | | | | | | | oldLocComments > 0
| | | | | | | | | | Functions diff <= -2
| | | | | | | | | | | oldLastChar <= 76: STRUCTURE (9.0/1.0)
| | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (5.0/1.0)
| | | | | | | | | | Functions diff > -2
| | | | | | | | | | | oldLastChar <= 43
| | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (15.0/1.0)
| | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0)
| | | | | | | | | | | oldLastChar > 43
| | | | | | | | | | | | oldLocExec <= 0: DOCUMENTATION (44.0/2.0)
| | | | | | | | | | | | oldLocExec > 0
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (2.0)
| | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (7.0/1.0)
| | | | | | | | Functions diff > 3
| | | | | | | | | newLocBlank <= 0
| | | | | | | | | | New diff <= 1
| | | | | | | | | | | Comma diff <= 2: STRUCTURE (7.0/1.0)
| | | | | | | | | | | Comma diff > 2: FUNCTIONAL (7.0/1.0)
| | | | | | | | | | New diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | newLocBlank > 0: STRUCTURE (14.0)
| | | | | | | if added > 0
| | | | | | | | newLocBlank <= 0
| | | | | | | | | newLastChar <= 50
| | | | | | | | | | Functions added <= 0: FUNCTIONAL (4.0/1.0)
| | | | | | | | | | Functions added > 0: DOCUMENTATION (8.0)
| | | | | | | | | newLastChar > 50
| | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (21.0/2.0)
| | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0)
| | | | | | | | | | assignment diff > 0
| | | | | | | | | | | newLastChar <= 123: VISUALREPRESENTATION (9.0/4.0)
| | | | | | | | | | | newLastChar > 123: FUNCTIONAL (2.0)
| | | | | | | | newLocBlank > 0: FUNCTIONAL (4.0)
| | | | | | numberOfAddedCharacters > 0
| | | | | | | newLastChar <= 50: STRUCTURE (16.0)
| | | | | | | newLastChar > 50
| | | | | | | | Functions diff <= -1
| | | | | | | | | numberOfDeletedWords <= 2: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | Functions diff > -1
| | | | | | | | | numberOfDeletedWords <= 0: STRUCTURE (2.0)
| | | | | | | | | numberOfDeletedWords > 0
| | | | | | | | | | numberOfAddedCharacters <= 1: DOCUMENTATION (8.0)
| | | | | | | | | | numberOfAddedCharacters > 1: FUNCTIONAL (2.0)
| | | | | numberOfAddedCharacters > 2
| | | | | | newLocExec <= 1
| | | | | | | Functions diff <= -1: STRUCTURE (2.0)
| | | | | | | Functions diff > -1
| | | | | | | | numberOfDeletedCharacters <= 3: DOCUMENTATION (10.0)
| | | | | | | | numberOfDeletedCharacters > 3
| | | | | | | | | levenshteinDistance <= 0.915663: DOCUMENTATION (3.0)
| | | | | | | | | levenshteinDistance > 0.915663: STRUCTURE (3.0)
| | | | | | newLocExec > 1: VISUALREPRESENTATION (54.0/1.0)
| | | | Functions changed > 0
| | | | | numberOfDeletedCharacters <= 3
| | | | | | numberOfAddedWords <= 1
| | | | | | | newLastChar <= 50: FUNCTIONAL (2.0)
| | | | | | | newLastChar > 50
| | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0)
| | | | | | | | newFirstChar > 9
| | | | | | | | | numberOfAddedCharacters <= 2: FUNCTIONAL (4.0)
| | | | | | | | | numberOfAddedCharacters > 2: DOCUMENTATION (3.0)
| | | | | | numberOfAddedWords > 1: STRUCTURE (2.0)
| | | | | numberOfDeletedCharacters > 3
| | | | | | Functions changed <= 1: STRUCTURE (31.0/3.0)
| | | | | | Functions changed > 1: DOCUMENTATION (3.0)
| | | numberOfAddedCharacters > 3
| | | | levenshteinDistance <= 0.728395
| | | | | newLocBlank <= 0
| | | | | | LOCCommentsDiff <= 0
| | | | | | | oldLocBlank <= 0
| | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | newFirstChar <= 9
| | | | | | | | | | newLastChar <= 40: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | newLastChar > 40
| | | | | | | | | | | numberOfDeletedWords <= 2
| | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | numberOfAddedCharacters <= 5: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedCharacters > 5: DOCUMENTATION (15.0/2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 1
| | | | | | | | | | | | | | | numberOfDeletedCharacters <= 5: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | numberOfDeletedCharacters > 5: STRUCTURE (8.0)
| | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | levenshteinDistance <= 0.716981: STRUCTURE (25.0/3.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.716981: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (5.0/1.0)
| | | | | | | | | | | | assignment diff > 0: STRUCTURE (4.0)
| | | | | | | | | | | numberOfDeletedWords > 2: STRUCTURE (12.0)
| | | | | | | | | newFirstChar > 9
| | | | | | | | | | numberOfAddedCharacters <= 5
| | | | | | | | | | | levenshteinDistance <= 0.722222: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | levenshteinDistance > 0.722222: FUNCTIONAL (4.0)
| | | | | | | | | | numberOfAddedCharacters > 5
| | | | | | | | | | | methodWord <= -1
| | | | | | | | | | | | LOCExecDiff <= -1
| | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | newLastChar <= 76: FUNCTIONAL (9.0)
| | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | numberOfAddedWords <= 1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/2.0)
| | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (14.0/1.0)
| | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (4.0/2.0)
| | | | | | | | | | | | LOCExecDiff > -1
| | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | newLocExec <= 1: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | newLocExec > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | numberOfDeletedWords <= 1: DOCUMENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (12.0/2.0)
| | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | levenshteinDistance <= 0.673913: STRUCTURE (45.0/3.0)
| | | | | | | | | | | | | | | | | levenshteinDistance > 0.673913: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (3.0)
| | | | | | | | | | | | | | Functions diff > 0: STRUCTURE (8.0)
| | | | | | | | | | | methodWord > -1
| | | | | | | | | | | | returnWord <= 0
| | | | | | | | | | | | | LOCExecDiff <= -1: STRUCTURE (3.0)
| | | | | | | | | | | | | LOCExecDiff > -1: DOCUMENTATION (9.0/2.0)
| | | | | | | | | | | | returnWord > 0: FUNCTIONAL (3.0)
| | | | | | | | numberOfAddedWords > 4
| | | | | | | | | methodWord <= -1: DOCUMENTATION (5.0/1.0)
| | | | | | | | | methodWord > -1: STRUCTURE (4.0/2.0)
| | | | | | | oldLocBlank > 0: STRUCTURE (12.0/1.0)
| | | | | | LOCCommentsDiff > 0
| | | | | | | newFirstChar <= 9: STRUCTURE (4.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (5.0)
| | | | | newLocBlank > 0
| | | | | | newLastChar <= 50: VISUALREPRESENTATION (8.0/1.0)
| | | | | | newLastChar > 50
| | | | | | | numberOfDeletedCharacters <= 31: STRUCTURE (10.0)
| | | | | | | numberOfDeletedCharacters > 31: DOCUMENTATION (11.0/3.0)
| | | | levenshteinDistance > 0.728395
| | | | | newLastChar <= 36: STRUCTURE (7.0)
| | | | | newLastChar > 36
| | | | | | LOCExecDiff <= -1
| | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (6.0)
| | | | | | LOCExecDiff > -1
| | | | | | | numberOfDeletedWords <= 0
| | | | | | | | numberOfAddedCharacters <= 7: STRUCTURE (4.0)
| | | | | | | | numberOfAddedCharacters > 7: DOCUMENTATION (8.0/3.0)
| | | | | | | numberOfDeletedWords > 0
| | | | | | | | numberOfDeletedCharacters <= 24
| | | | | | | | | newLocExec <= 1
| | | | | | | | | | numberOfDeletedCharacters <= 5
| | | | | | | | | | | numberOfDeletedCharacters <= 2: DOCUMENTATION (18.0)
| | | | | | | | | | | numberOfDeletedCharacters > 2
| | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.793103: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.793103: DOCUMENTATION (5.0)
| | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (11.0/2.0)
| | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | Functions changed <= 0: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | numberOfDeletedCharacters > 5
| | | | | | | | | | | addWord <= 0
| | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | levenshteinDistance <= 0.790698: STRUCTURE (3.0)
| | | | | | | | | | | | | | levenshteinDistance > 0.790698: DOCUMENTATION (3.0)
| | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (7.0/1.0)
| | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | numberOfDeletedCharacters <= 8: DOCUMENTATION (80.0/3.0)
| | | | | | | | | | | | | numberOfDeletedCharacters > 8
| | | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (3.0)
| | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 12: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | numberOfDeletedCharacters > 12: STRUCTURE (3.0/1.0)
| | | | | | | | | | | addWord > 0: STRUCTURE (3.0/1.0)
| | | | | | | | | newLocExec > 1
| | | | | | | | | | newLastChar <= 123
| | | | | | | | | | | levenshteinDistance <= 0.801325
| | | | | | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (5.0/1.0)
| | | | | | | | | | | | numberOfAddedWords > 2
| | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (9.0)
| | | | | | | | | | | | | Functions changed > 0: STRUCTURE (2.0)
| | | | | | | | | | | levenshteinDistance > 0.801325: DOCUMENTATION (45.0/2.0)
| | | | | | | | | | newLastChar > 123: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | numberOfDeletedCharacters > 24
| | | | | | | | | numberOfDeletedWords <= 7: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 7: DOCUMENTATION (2.0)
| newLocComments > 0
| | newLocExec <= 0
| | | newFirstChar <= 32: DOCUMENTATION (624.0/14.0)
| | | newFirstChar > 32
| | | | LOCDiff <= -6: DOCUMENTATION (29.0)
| | | | LOCDiff > -6: VISUALREPRESENTATION (5.0/1.0)
| | newLocExec > 0
| | | Functions added <= 0
| | | | oldLocBlank <= 0
| | | | | numberOfAddedWords <= 2: DOCUMENTATION (26.0/3.0)
| | | | | numberOfAddedWords > 2
| | | | | | oldFirstChar <= 9: FUNCTIONAL (3.0/1.0)
| | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | oldLocBlank > 0: STRUCTURE (4.0/1.0)
| | | Functions added > 0
| | | | oldCyclomaticComplexity <= 1
| | | | | newLocBlank <= 0
| | | | | | oldLastChar <= 0
| | | | | | | Comma diff <= 0: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (6.0)
| | | | | | oldLastChar > 0: STRUCTURE (7.0/1.0)
| | | | | newLocBlank > 0
| | | | | | oldLastChar <= 51
| | | | | | | LOCCommentsDiff <= -19: DOCUMENTATION (3.0/1.0)
| | | | | | | LOCCommentsDiff > -19: STRUCTURE (30.0)
| | | | | | oldLastChar > 51: DOCUMENTATION (3.0/1.0)
| | | | oldCyclomaticComplexity > 1: DOCUMENTATION (2.0)
newLocBlank > 1
| newLocExec <= 1
| | newLastChar <= 13: STRUCTURE (3.0/1.0)
| | newLastChar > 13: DOCUMENTATION (3.0)
| newLocExec > 1
| | newLoc <= 5
| | | if added <= 0: STRUCTURE (2.0)
| | | if added > 0: FUNCTIONAL (2.0)
| | newLoc > 5: STRUCTURE (136.0/6.0)
Number of Leaves : 203
Size of the tree : 405
Correctly Classified Instances 2069 78.3415 %
Incorrectly Classified Instances 572 21.6585 %
Kappa statistic 0.6656
Mean absolute error 0.1324
Root mean squared error 0.2973
Relative absolute error 40.6585 %
Root relative squared error 73.6781 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1092 32 136 16 | a = DOCUMENTATION
33 302 46 21 | b = VISUALREPRESENTATION
131 43 586 21 | c = STRUCTURE
27 23 43 89 | d = FUNCTIONAL
J48 pruned tree
------------------
newLocBlank <= 1
| newLocComments <= 0
| | cyclomaticDiff <= -2
| | | Comma diff <= 1
| | | | newLastChar <= 116
| | | | | Functions diff <= 1
| | | | | | min and p diff <= 0
| | | | | | | Comma diff <= 0
| | | | | | | | newLocExec <= 2: FUNCTIONAL (2.0)
| | | | | | | | newLocExec > 2: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (2.0)
| | | | | | min and p diff > 0: DOCUMENTATION (7.0/2.0)
| | | | | Functions diff > 1: STRUCTURE (3.0)
| | | | newLastChar > 116
| | | | | LOCExecDiff <= -8: STRUCTURE (4.0/1.0)
| | | | | LOCExecDiff > -8
| | | | | | newFirstChar <= 9
| | | | | | | Functions added <= 0: VISUALREPRESENTATION (2.0)
| | | | | | | Functions added > 0: FUNCTIONAL (6.0/2.0)
| | | | | | newFirstChar > 9: FUNCTIONAL (36.0/3.0)
| | | Comma diff > 1: STRUCTURE (9.0/1.0)
| | cyclomaticDiff > -2
| | | numberOfAddedCharacters <= 3
| | | | Functions changed <= 0
| | | | | numberOfAddedCharacters <= 2
| | | | | | numberOfAddedCharacters <= 0
| | | | | | | if added <= 0
| | | | | | | | Functions diff <= 3
| | | | | | | | | oldLocComments <= 0
| | | | | | | | | | cyclomaticDiff <= 1
| | | | | | | | | | | New diff <= -1
| | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | LOCExecDiff <= 2: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | LOCExecDiff > 2: VISUALREPRESENTATION (41.0/14.0)
| | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | oldLastChar <= 76
| | | | | | | | | | | | | | | LOCExecDiff <= 2: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | LOCExecDiff > 2
| | | | | | | | | | | | | | | | Functions diff <= -2: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | Functions diff > -2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | methodWord <= -1: STRUCTURE (7.0)
| | | | | | | | | | | | | methodWord > -1: DOCUMENTATION (3.0)
| | | | | | | | | | | New diff > -1
| | | | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | | | newLocBlank <= 0
| | | | | | | | | | | | | | Functions diff <= 1
| | | | | | | | | | | | | | | oldLocExec <= 1
| | | | | | | | | | | | | | | | commentWord <= 0
| | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | min and p diff <= -1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -1: STRUCTURE (23.0/5.0)
| | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | oldLastChar <= 61
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: STRUCTURE (9.0/2.0)
| | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (22.0/10.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 13
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 0: STRUCTURE (10.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 0: DOCUMENTATION (64.0/19.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff <= 0: STRUCTURE (85.0/38.0)
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff > 0: FUNCTIONAL (3.0)
| | | | | | | | | | | | | | | | | | | | | | | commentsWords > 13: DOCUMENTATION (6.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 44: VISUALREPRESENTATION (5.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 44: STRUCTURE (25.0/10.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 119: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | | | | | | | | | | newLastChar > 119
| | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (8.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 64: STRUCTURE (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 64: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: DOCUMENTATION (21.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | New added > 0: VISUALREPRESENTATION (4.0/2.0)
| | | | | | | | | | | | | | | | | | | oldLastChar > 61
| | | | | | | | | | | | | | | | | | | | oldLastChar <= 121: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | oldLastChar > 121
| | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLocExec > 1
| | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (14.0/3.0)
| | | | | | | | | | | | | | | | | | | min and p diff > 0: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 1: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | Functions added > 0: VISUALREPRESENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | newFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | commentWord > 0
| | | | | | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (10.0)
| | | | | | | | | | | | | | | oldLocExec > 1
| | | | | | | | | | | | | | | | levenshteinDistance <= 0.97619
| | | | | | | | | | | | | | | | | finalWord <= -1
| | | | | | | | | | | | | | | | | | min and p diff <= -14: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | min and p diff > -14
| | | | | | | | | | | | | | | | | | | Comma diff <= -2
| | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 3: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | LOCExecDiff > 3
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 4: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 4: VISUALREPRESENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | Comma diff > -2
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (31.0/7.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | oldLocExec <= 2
| | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 51: VISUALREPRESENTATION (3.0)
| | | | | | | | | | | | | | | | | | | | | | oldLastChar > 51: STRUCTURE (5.0)
| | | | | | | | | | | | | | | | | | | | | oldLocExec > 2: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | finalWord > -1
| | | | | | | | | | | | | | | | | | addWord <= 0: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | addWord > 0
| | | | | | | | | | | | | | | | | | | commentsWords <= 97: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | commentsWords > 97: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | levenshteinDistance > 0.97619: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | Functions diff > 1
| | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | min and p diff <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | Functions diff <= 2: STRUCTURE (12.0/6.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > 2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: VISUALREPRESENTATION (7.0/2.0)
| | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 1
| | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | min and p diff > 1: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (27.0/1.0)
| | | | | | | | | | | | | newLocBlank > 0
| | | | | | | | | | | | | | LOCExecDiff <= -2
| | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | LOCExecDiff <= -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | LOCExecDiff > -4
| | | | | | | | | | | | | | | | | newLastChar <= 76: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Functions added > 0: STRUCTURE (31.0/4.0)
| | | | | | | | | | | | | | LOCExecDiff > -2: VISUALREPRESENTATION (46.0/1.0)
| | | | | | | | | | | | oldLocBlank > 0
| | | | | | | | | | | | | LOCExecDiff <= 1: VISUALREPRESENTATION (33.0)
| | | | | | | | | | | | | LOCExecDiff > 1: STRUCTURE (25.0/1.0)
| | | | | | | | | | cyclomaticDiff > 1
| | | | | | | | | | | min and p diff <= -2: DOCUMENTATION (2.0)
| | | | | | | | | | | min and p diff > -2
| | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | oldLastChar > 76: FUNCTIONAL (16.0/3.0)
| | | | | | | | | oldLocComments > 0
| | | | | | | | | | Functions diff <= -2
| | | | | | | | | | | oldLastChar <= 76: STRUCTURE (9.0/1.0)
| | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (5.0/1.0)
| | | | | | | | | | Functions diff > -2
| | | | | | | | | | | oldLastChar <= 43
| | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (15.0/1.0)
| | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0)
| | | | | | | | | | | oldLastChar > 43
| | | | | | | | | | | | oldLocExec <= 0: DOCUMENTATION (44.0/2.0)
| | | | | | | | | | | | oldLocExec > 0
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (2.0)
| | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (7.0/1.0)
| | | | | | | | Functions diff > 3
| | | | | | | | | newLocBlank <= 0
| | | | | | | | | | New diff <= 1
| | | | | | | | | | | Comma diff <= 2: STRUCTURE (7.0/1.0)
| | | | | | | | | | | Comma diff > 2: FUNCTIONAL (7.0/1.0)
| | | | | | | | | | New diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | newLocBlank > 0: STRUCTURE (14.0)
| | | | | | | if added > 0
| | | | | | | | newLocBlank <= 0
| | | | | | | | | newLastChar <= 50
| | | | | | | | | | Functions added <= 0: FUNCTIONAL (4.0/1.0)
| | | | | | | | | | Functions added > 0: DOCUMENTATION (8.0)
| | | | | | | | | newLastChar > 50
| | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (21.0/2.0)
| | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0)
| | | | | | | | | | assignment diff > 0
| | | | | | | | | | | newLastChar <= 123: VISUALREPRESENTATION (9.0/4.0)
| | | | | | | | | | | newLastChar > 123: FUNCTIONAL (2.0)
| | | | | | | | newLocBlank > 0: FUNCTIONAL (4.0)
| | | | | | numberOfAddedCharacters > 0
| | | | | | | newLastChar <= 50: STRUCTURE (16.0)
| | | | | | | newLastChar > 50
| | | | | | | | Functions diff <= -1
| | | | | | | | | numberOfDeletedWords <= 2: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | Functions diff > -1
| | | | | | | | | numberOfDeletedWords <= 0: STRUCTURE (2.0)
| | | | | | | | | numberOfDeletedWords > 0
| | | | | | | | | | numberOfAddedCharacters <= 1: DOCUMENTATION (8.0)
| | | | | | | | | | numberOfAddedCharacters > 1: FUNCTIONAL (2.0)
| | | | | numberOfAddedCharacters > 2
| | | | | | newLocExec <= 1
| | | | | | | Functions diff <= -1: STRUCTURE (2.0)
| | | | | | | Functions diff > -1
| | | | | | | | numberOfDeletedCharacters <= 3: DOCUMENTATION (10.0)
| | | | | | | | numberOfDeletedCharacters > 3
| | | | | | | | | levenshteinDistance <= 0.915663: DOCUMENTATION (3.0)
| | | | | | | | | levenshteinDistance > 0.915663: STRUCTURE (3.0)
| | | | | | newLocExec > 1: VISUALREPRESENTATION (54.0/1.0)
| | | | Functions changed > 0
| | | | | numberOfDeletedCharacters <= 3
| | | | | | numberOfAddedWords <= 1
| | | | | | | newLastChar <= 50: FUNCTIONAL (2.0)
| | | | | | | newLastChar > 50
| | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0)
| | | | | | | | newFirstChar > 9
| | | | | | | | | numberOfAddedCharacters <= 2: FUNCTIONAL (4.0)
| | | | | | | | | numberOfAddedCharacters > 2: DOCUMENTATION (3.0)
| | | | | | numberOfAddedWords > 1: STRUCTURE (2.0)
| | | | | numberOfDeletedCharacters > 3
| | | | | | Functions changed <= 1: STRUCTURE (31.0/3.0)
| | | | | | Functions changed > 1: DOCUMENTATION (3.0)
| | | numberOfAddedCharacters > 3
| | | | levenshteinDistance <= 0.728395
| | | | | newLocBlank <= 0
| | | | | | LOCCommentsDiff <= 0
| | | | | | | oldLocBlank <= 0
| | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | newFirstChar <= 9
| | | | | | | | | | newLastChar <= 40: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | newLastChar > 40
| | | | | | | | | | | numberOfDeletedWords <= 2
| | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | numberOfAddedCharacters <= 5: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedCharacters > 5: DOCUMENTATION (15.0/2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 1
| | | | | | | | | | | | | | | numberOfDeletedCharacters <= 5: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | numberOfDeletedCharacters > 5: STRUCTURE (8.0)
| | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | levenshteinDistance <= 0.716981: STRUCTURE (25.0/3.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.716981: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (5.0/1.0)
| | | | | | | | | | | | assignment diff > 0: STRUCTURE (4.0)
| | | | | | | | | | | numberOfDeletedWords > 2: STRUCTURE (12.0)
| | | | | | | | | newFirstChar > 9
| | | | | | | | | | numberOfAddedCharacters <= 5
| | | | | | | | | | | levenshteinDistance <= 0.722222: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | levenshteinDistance > 0.722222: FUNCTIONAL (4.0)
| | | | | | | | | | numberOfAddedCharacters > 5
| | | | | | | | | | | methodWord <= -1
| | | | | | | | | | | | LOCExecDiff <= -1
| | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | newLastChar <= 76: FUNCTIONAL (9.0)
| | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | numberOfAddedWords <= 1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/2.0)
| | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (14.0/1.0)
| | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (4.0/2.0)
| | | | | | | | | | | | LOCExecDiff > -1
| | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | newLocExec <= 1: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | newLocExec > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | numberOfDeletedWords <= 1: DOCUMENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (12.0/2.0)
| | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | levenshteinDistance <= 0.673913: STRUCTURE (45.0/3.0)
| | | | | | | | | | | | | | | | | levenshteinDistance > 0.673913: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (3.0)
| | | | | | | | | | | | | | Functions diff > 0: STRUCTURE (8.0)
| | | | | | | | | | | methodWord > -1
| | | | | | | | | | | | returnWord <= 0
| | | | | | | | | | | | | LOCExecDiff <= -1: STRUCTURE (3.0)
| | | | | | | | | | | | | LOCExecDiff > -1: DOCUMENTATION (9.0/2.0)
| | | | | | | | | | | | returnWord > 0: FUNCTIONAL (3.0)
| | | | | | | | numberOfAddedWords > 4
| | | | | | | | | methodWord <= -1: DOCUMENTATION (5.0/1.0)
| | | | | | | | | methodWord > -1: STRUCTURE (4.0/2.0)
| | | | | | | oldLocBlank > 0: STRUCTURE (12.0/1.0)
| | | | | | LOCCommentsDiff > 0
| | | | | | | newFirstChar <= 9: STRUCTURE (4.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (5.0)
| | | | | newLocBlank > 0
| | | | | | newLastChar <= 50: VISUALREPRESENTATION (8.0/1.0)
| | | | | | newLastChar > 50
| | | | | | | numberOfDeletedCharacters <= 31: STRUCTURE (10.0)
| | | | | | | numberOfDeletedCharacters > 31: DOCUMENTATION (11.0/3.0)
| | | | levenshteinDistance > 0.728395
| | | | | newLastChar <= 36: STRUCTURE (7.0)
| | | | | newLastChar > 36
| | | | | | LOCExecDiff <= -1
| | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (6.0)
| | | | | | LOCExecDiff > -1
| | | | | | | numberOfDeletedWords <= 0
| | | | | | | | numberOfAddedCharacters <= 7: STRUCTURE (4.0)
| | | | | | | | numberOfAddedCharacters > 7: DOCUMENTATION (8.0/3.0)
| | | | | | | numberOfDeletedWords > 0
| | | | | | | | numberOfDeletedCharacters <= 24
| | | | | | | | | newLocExec <= 1
| | | | | | | | | | numberOfDeletedCharacters <= 5
| | | | | | | | | | | numberOfDeletedCharacters <= 2: DOCUMENTATION (18.0)
| | | | | | | | | | | numberOfDeletedCharacters > 2
| | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.793103: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.793103: DOCUMENTATION (5.0)
| | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (11.0/2.0)
| | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | Functions changed <= 0: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | numberOfDeletedCharacters > 5
| | | | | | | | | | | addWord <= 0
| | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | levenshteinDistance <= 0.790698: STRUCTURE (3.0)
| | | | | | | | | | | | | | levenshteinDistance > 0.790698: DOCUMENTATION (3.0)
| | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (7.0/1.0)
| | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | numberOfDeletedCharacters <= 8: DOCUMENTATION (80.0/3.0)
| | | | | | | | | | | | | numberOfDeletedCharacters > 8
| | | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (3.0)
| | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 12: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | numberOfDeletedCharacters > 12: STRUCTURE (3.0/1.0)
| | | | | | | | | | | addWord > 0: STRUCTURE (3.0/1.0)
| | | | | | | | | newLocExec > 1
| | | | | | | | | | newLastChar <= 123
| | | | | | | | | | | levenshteinDistance <= 0.801325
| | | | | | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (5.0/1.0)
| | | | | | | | | | | | numberOfAddedWords > 2
| | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (9.0)
| | | | | | | | | | | | | Functions changed > 0: STRUCTURE (2.0)
| | | | | | | | | | | levenshteinDistance > 0.801325: DOCUMENTATION (45.0/2.0)
| | | | | | | | | | newLastChar > 123: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | numberOfDeletedCharacters > 24
| | | | | | | | | numberOfDeletedWords <= 7: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 7: DOCUMENTATION (2.0)
| newLocComments > 0
| | newLocExec <= 0
| | | newFirstChar <= 32: DOCUMENTATION (624.0/14.0)
| | | newFirstChar > 32
| | | | LOCDiff <= -6: DOCUMENTATION (29.0)
| | | | LOCDiff > -6: VISUALREPRESENTATION (5.0/1.0)
| | newLocExec > 0
| | | Functions added <= 0
| | | | oldLocBlank <= 0
| | | | | numberOfAddedWords <= 2: DOCUMENTATION (26.0/3.0)
| | | | | numberOfAddedWords > 2
| | | | | | oldFirstChar <= 9: FUNCTIONAL (3.0/1.0)
| | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | oldLocBlank > 0: STRUCTURE (4.0/1.0)
| | | Functions added > 0
| | | | oldCyclomaticComplexity <= 1
| | | | | newLocBlank <= 0
| | | | | | oldLastChar <= 0
| | | | | | | Comma diff <= 0: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (6.0)
| | | | | | oldLastChar > 0: STRUCTURE (7.0/1.0)
| | | | | newLocBlank > 0
| | | | | | oldLastChar <= 51
| | | | | | | LOCCommentsDiff <= -19: DOCUMENTATION (3.0/1.0)
| | | | | | | LOCCommentsDiff > -19: STRUCTURE (30.0)
| | | | | | oldLastChar > 51: DOCUMENTATION (3.0/1.0)
| | | | oldCyclomaticComplexity > 1: DOCUMENTATION (2.0)
newLocBlank > 1
| newLocExec <= 1
| | newLastChar <= 13: STRUCTURE (3.0/1.0)
| | newLastChar > 13: DOCUMENTATION (3.0)
| newLocExec > 1
| | newLoc <= 5
| | | if added <= 0: STRUCTURE (2.0)
| | | if added > 0: FUNCTIONAL (2.0)
| | newLoc > 5: STRUCTURE (136.0/6.0)
Number of Leaves : 203
Size of the tree : 405
Correctly Classified Instances 2082 78.8338 %
Incorrectly Classified Instances 559 21.1662 %
Kappa statistic 0.6716
Mean absolute error 0.1303
Root mean squared error 0.2958
Relative absolute error 40.0153 %
Root relative squared error 73.3199 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1107 31 121 17 | a = DOCUMENTATION
42 302 38 20 | b = VISUALREPRESENTATION
133 36 589 23 | c = STRUCTURE
35 23 40 84 | d = FUNCTIONAL
J48 pruned tree
------------------
newLocBlank <= 1
| newLocComments <= 0
| | cyclomaticDiff <= -2
| | | Comma diff <= 1
| | | | newLastChar <= 116
| | | | | Functions diff <= 1
| | | | | | min and p diff <= 0
| | | | | | | Comma diff <= 0
| | | | | | | | newLocExec <= 2: FUNCTIONAL (2.0)
| | | | | | | | newLocExec > 2: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (2.0)
| | | | | | min and p diff > 0: DOCUMENTATION (7.0/2.0)
| | | | | Functions diff > 1: STRUCTURE (3.0)
| | | | newLastChar > 116
| | | | | LOCExecDiff <= -8: STRUCTURE (4.0/1.0)
| | | | | LOCExecDiff > -8
| | | | | | newFirstChar <= 9
| | | | | | | Functions added <= 0: VISUALREPRESENTATION (2.0)
| | | | | | | Functions added > 0: FUNCTIONAL (6.0/2.0)
| | | | | | newFirstChar > 9: FUNCTIONAL (36.0/3.0)
| | | Comma diff > 1: STRUCTURE (9.0/1.0)
| | cyclomaticDiff > -2
| | | numberOfAddedCharacters <= 3
| | | | Functions changed <= 0
| | | | | numberOfAddedCharacters <= 2
| | | | | | numberOfAddedCharacters <= 0
| | | | | | | if added <= 0
| | | | | | | | Functions diff <= 3
| | | | | | | | | oldLocComments <= 0
| | | | | | | | | | cyclomaticDiff <= 1
| | | | | | | | | | | New diff <= -1
| | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | LOCExecDiff <= 2: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | LOCExecDiff > 2: VISUALREPRESENTATION (41.0/14.0)
| | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | oldLastChar <= 76
| | | | | | | | | | | | | | | LOCExecDiff <= 2: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | LOCExecDiff > 2
| | | | | | | | | | | | | | | | Functions diff <= -2: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | Functions diff > -2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | methodWord <= -1: STRUCTURE (7.0)
| | | | | | | | | | | | | methodWord > -1: DOCUMENTATION (3.0)
| | | | | | | | | | | New diff > -1
| | | | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | | | newLocBlank <= 0
| | | | | | | | | | | | | | Functions diff <= 1
| | | | | | | | | | | | | | | oldLocExec <= 1
| | | | | | | | | | | | | | | | commentWord <= 0
| | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | min and p diff <= -1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -1: STRUCTURE (23.0/5.0)
| | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | oldLastChar <= 61
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: STRUCTURE (9.0/2.0)
| | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (22.0/10.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 13
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 0: STRUCTURE (10.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 0: DOCUMENTATION (64.0/19.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff <= 0: STRUCTURE (85.0/38.0)
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff > 0: FUNCTIONAL (3.0)
| | | | | | | | | | | | | | | | | | | | | | | commentsWords > 13: DOCUMENTATION (6.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 44: VISUALREPRESENTATION (5.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 44: STRUCTURE (25.0/10.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 119: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | | | | | | | | | | newLastChar > 119
| | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (8.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 64: STRUCTURE (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 64: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: DOCUMENTATION (21.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | New added > 0: VISUALREPRESENTATION (4.0/2.0)
| | | | | | | | | | | | | | | | | | | oldLastChar > 61
| | | | | | | | | | | | | | | | | | | | oldLastChar <= 121: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | oldLastChar > 121
| | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLocExec > 1
| | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (14.0/3.0)
| | | | | | | | | | | | | | | | | | | min and p diff > 0: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 1: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | Functions added > 0: VISUALREPRESENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | newFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | commentWord > 0
| | | | | | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (10.0)
| | | | | | | | | | | | | | | oldLocExec > 1
| | | | | | | | | | | | | | | | levenshteinDistance <= 0.97619
| | | | | | | | | | | | | | | | | finalWord <= -1
| | | | | | | | | | | | | | | | | | min and p diff <= -14: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | min and p diff > -14
| | | | | | | | | | | | | | | | | | | Comma diff <= -2
| | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 3: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | LOCExecDiff > 3
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 4: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 4: VISUALREPRESENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | Comma diff > -2
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (31.0/7.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | oldLocExec <= 2
| | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 51: VISUALREPRESENTATION (3.0)
| | | | | | | | | | | | | | | | | | | | | | oldLastChar > 51: STRUCTURE (5.0)
| | | | | | | | | | | | | | | | | | | | | oldLocExec > 2: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | finalWord > -1
| | | | | | | | | | | | | | | | | | addWord <= 0: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | addWord > 0
| | | | | | | | | | | | | | | | | | | commentsWords <= 97: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | commentsWords > 97: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | levenshteinDistance > 0.97619: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | Functions diff > 1
| | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | min and p diff <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | Functions diff <= 2: STRUCTURE (12.0/6.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > 2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: VISUALREPRESENTATION (7.0/2.0)
| | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 1
| | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | min and p diff > 1: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (27.0/1.0)
| | | | | | | | | | | | | newLocBlank > 0
| | | | | | | | | | | | | | LOCExecDiff <= -2
| | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | LOCExecDiff <= -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | LOCExecDiff > -4
| | | | | | | | | | | | | | | | | newLastChar <= 76: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Functions added > 0: STRUCTURE (31.0/4.0)
| | | | | | | | | | | | | | LOCExecDiff > -2: VISUALREPRESENTATION (46.0/1.0)
| | | | | | | | | | | | oldLocBlank > 0
| | | | | | | | | | | | | LOCExecDiff <= 1: VISUALREPRESENTATION (33.0)
| | | | | | | | | | | | | LOCExecDiff > 1: STRUCTURE (25.0/1.0)
| | | | | | | | | | cyclomaticDiff > 1
| | | | | | | | | | | min and p diff <= -2: DOCUMENTATION (2.0)
| | | | | | | | | | | min and p diff > -2
| | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | oldLastChar > 76: FUNCTIONAL (16.0/3.0)
| | | | | | | | | oldLocComments > 0
| | | | | | | | | | Functions diff <= -2
| | | | | | | | | | | oldLastChar <= 76: STRUCTURE (9.0/1.0)
| | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (5.0/1.0)
| | | | | | | | | | Functions diff > -2
| | | | | | | | | | | oldLastChar <= 43
| | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (15.0/1.0)
| | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0)
| | | | | | | | | | | oldLastChar > 43
| | | | | | | | | | | | oldLocExec <= 0: DOCUMENTATION (44.0/2.0)
| | | | | | | | | | | | oldLocExec > 0
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (2.0)
| | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (7.0/1.0)
| | | | | | | | Functions diff > 3
| | | | | | | | | newLocBlank <= 0
| | | | | | | | | | New diff <= 1
| | | | | | | | | | | Comma diff <= 2: STRUCTURE (7.0/1.0)
| | | | | | | | | | | Comma diff > 2: FUNCTIONAL (7.0/1.0)
| | | | | | | | | | New diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | newLocBlank > 0: STRUCTURE (14.0)
| | | | | | | if added > 0
| | | | | | | | newLocBlank <= 0
| | | | | | | | | newLastChar <= 50
| | | | | | | | | | Functions added <= 0: FUNCTIONAL (4.0/1.0)
| | | | | | | | | | Functions added > 0: DOCUMENTATION (8.0)
| | | | | | | | | newLastChar > 50
| | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (21.0/2.0)
| | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0)
| | | | | | | | | | assignment diff > 0
| | | | | | | | | | | newLastChar <= 123: VISUALREPRESENTATION (9.0/4.0)
| | | | | | | | | | | newLastChar > 123: FUNCTIONAL (2.0)
| | | | | | | | newLocBlank > 0: FUNCTIONAL (4.0)
| | | | | | numberOfAddedCharacters > 0
| | | | | | | newLastChar <= 50: STRUCTURE (16.0)
| | | | | | | newLastChar > 50
| | | | | | | | Functions diff <= -1
| | | | | | | | | numberOfDeletedWords <= 2: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | Functions diff > -1
| | | | | | | | | numberOfDeletedWords <= 0: STRUCTURE (2.0)
| | | | | | | | | numberOfDeletedWords > 0
| | | | | | | | | | numberOfAddedCharacters <= 1: DOCUMENTATION (8.0)
| | | | | | | | | | numberOfAddedCharacters > 1: FUNCTIONAL (2.0)
| | | | | numberOfAddedCharacters > 2
| | | | | | newLocExec <= 1
| | | | | | | Functions diff <= -1: STRUCTURE (2.0)
| | | | | | | Functions diff > -1
| | | | | | | | numberOfDeletedCharacters <= 3: DOCUMENTATION (10.0)
| | | | | | | | numberOfDeletedCharacters > 3
| | | | | | | | | levenshteinDistance <= 0.915663: DOCUMENTATION (3.0)
| | | | | | | | | levenshteinDistance > 0.915663: STRUCTURE (3.0)
| | | | | | newLocExec > 1: VISUALREPRESENTATION (54.0/1.0)
| | | | Functions changed > 0
| | | | | numberOfDeletedCharacters <= 3
| | | | | | numberOfAddedWords <= 1
| | | | | | | newLastChar <= 50: FUNCTIONAL (2.0)
| | | | | | | newLastChar > 50
| | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0)
| | | | | | | | newFirstChar > 9
| | | | | | | | | numberOfAddedCharacters <= 2: FUNCTIONAL (4.0)
| | | | | | | | | numberOfAddedCharacters > 2: DOCUMENTATION (3.0)
| | | | | | numberOfAddedWords > 1: STRUCTURE (2.0)
| | | | | numberOfDeletedCharacters > 3
| | | | | | Functions changed <= 1: STRUCTURE (31.0/3.0)
| | | | | | Functions changed > 1: DOCUMENTATION (3.0)
| | | numberOfAddedCharacters > 3
| | | | levenshteinDistance <= 0.728395
| | | | | newLocBlank <= 0
| | | | | | LOCCommentsDiff <= 0
| | | | | | | oldLocBlank <= 0
| | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | newFirstChar <= 9
| | | | | | | | | | newLastChar <= 40: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | newLastChar > 40
| | | | | | | | | | | numberOfDeletedWords <= 2
| | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | numberOfAddedCharacters <= 5: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedCharacters > 5: DOCUMENTATION (15.0/2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 1
| | | | | | | | | | | | | | | numberOfDeletedCharacters <= 5: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | numberOfDeletedCharacters > 5: STRUCTURE (8.0)
| | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | levenshteinDistance <= 0.716981: STRUCTURE (25.0/3.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.716981: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (5.0/1.0)
| | | | | | | | | | | | assignment diff > 0: STRUCTURE (4.0)
| | | | | | | | | | | numberOfDeletedWords > 2: STRUCTURE (12.0)
| | | | | | | | | newFirstChar > 9
| | | | | | | | | | numberOfAddedCharacters <= 5
| | | | | | | | | | | levenshteinDistance <= 0.722222: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | levenshteinDistance > 0.722222: FUNCTIONAL (4.0)
| | | | | | | | | | numberOfAddedCharacters > 5
| | | | | | | | | | | methodWord <= -1
| | | | | | | | | | | | LOCExecDiff <= -1
| | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | newLastChar <= 76: FUNCTIONAL (9.0)
| | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | numberOfAddedWords <= 1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/2.0)
| | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (14.0/1.0)
| | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (4.0/2.0)
| | | | | | | | | | | | LOCExecDiff > -1
| | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | newLocExec <= 1: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | newLocExec > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | numberOfDeletedWords <= 1: DOCUMENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (12.0/2.0)
| | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | levenshteinDistance <= 0.673913: STRUCTURE (45.0/3.0)
| | | | | | | | | | | | | | | | | levenshteinDistance > 0.673913: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (3.0)
| | | | | | | | | | | | | | Functions diff > 0: STRUCTURE (8.0)
| | | | | | | | | | | methodWord > -1
| | | | | | | | | | | | returnWord <= 0
| | | | | | | | | | | | | LOCExecDiff <= -1: STRUCTURE (3.0)
| | | | | | | | | | | | | LOCExecDiff > -1: DOCUMENTATION (9.0/2.0)
| | | | | | | | | | | | returnWord > 0: FUNCTIONAL (3.0)
| | | | | | | | numberOfAddedWords > 4
| | | | | | | | | methodWord <= -1: DOCUMENTATION (5.0/1.0)
| | | | | | | | | methodWord > -1: STRUCTURE (4.0/2.0)
| | | | | | | oldLocBlank > 0: STRUCTURE (12.0/1.0)
| | | | | | LOCCommentsDiff > 0
| | | | | | | newFirstChar <= 9: STRUCTURE (4.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (5.0)
| | | | | newLocBlank > 0
| | | | | | newLastChar <= 50: VISUALREPRESENTATION (8.0/1.0)
| | | | | | newLastChar > 50
| | | | | | | numberOfDeletedCharacters <= 31: STRUCTURE (10.0)
| | | | | | | numberOfDeletedCharacters > 31: DOCUMENTATION (11.0/3.0)
| | | | levenshteinDistance > 0.728395
| | | | | newLastChar <= 36: STRUCTURE (7.0)
| | | | | newLastChar > 36
| | | | | | LOCExecDiff <= -1
| | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (6.0)
| | | | | | LOCExecDiff > -1
| | | | | | | numberOfDeletedWords <= 0
| | | | | | | | numberOfAddedCharacters <= 7: STRUCTURE (4.0)
| | | | | | | | numberOfAddedCharacters > 7: DOCUMENTATION (8.0/3.0)
| | | | | | | numberOfDeletedWords > 0
| | | | | | | | numberOfDeletedCharacters <= 24
| | | | | | | | | newLocExec <= 1
| | | | | | | | | | numberOfDeletedCharacters <= 5
| | | | | | | | | | | numberOfDeletedCharacters <= 2: DOCUMENTATION (18.0)
| | | | | | | | | | | numberOfDeletedCharacters > 2
| | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.793103: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.793103: DOCUMENTATION (5.0)
| | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (11.0/2.0)
| | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | Functions changed <= 0: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | numberOfDeletedCharacters > 5
| | | | | | | | | | | addWord <= 0
| | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | levenshteinDistance <= 0.790698: STRUCTURE (3.0)
| | | | | | | | | | | | | | levenshteinDistance > 0.790698: DOCUMENTATION (3.0)
| | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (7.0/1.0)
| | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | numberOfDeletedCharacters <= 8: DOCUMENTATION (80.0/3.0)
| | | | | | | | | | | | | numberOfDeletedCharacters > 8
| | | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (3.0)
| | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 12: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | numberOfDeletedCharacters > 12: STRUCTURE (3.0/1.0)
| | | | | | | | | | | addWord > 0: STRUCTURE (3.0/1.0)
| | | | | | | | | newLocExec > 1
| | | | | | | | | | newLastChar <= 123
| | | | | | | | | | | levenshteinDistance <= 0.801325
| | | | | | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (5.0/1.0)
| | | | | | | | | | | | numberOfAddedWords > 2
| | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (9.0)
| | | | | | | | | | | | | Functions changed > 0: STRUCTURE (2.0)
| | | | | | | | | | | levenshteinDistance > 0.801325: DOCUMENTATION (45.0/2.0)
| | | | | | | | | | newLastChar > 123: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | numberOfDeletedCharacters > 24
| | | | | | | | | numberOfDeletedWords <= 7: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 7: DOCUMENTATION (2.0)
| newLocComments > 0
| | newLocExec <= 0
| | | newFirstChar <= 32: DOCUMENTATION (624.0/14.0)
| | | newFirstChar > 32
| | | | LOCDiff <= -6: DOCUMENTATION (29.0)
| | | | LOCDiff > -6: VISUALREPRESENTATION (5.0/1.0)
| | newLocExec > 0
| | | Functions added <= 0
| | | | oldLocBlank <= 0
| | | | | numberOfAddedWords <= 2: DOCUMENTATION (26.0/3.0)
| | | | | numberOfAddedWords > 2
| | | | | | oldFirstChar <= 9: FUNCTIONAL (3.0/1.0)
| | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | oldLocBlank > 0: STRUCTURE (4.0/1.0)
| | | Functions added > 0
| | | | oldCyclomaticComplexity <= 1
| | | | | newLocBlank <= 0
| | | | | | oldLastChar <= 0
| | | | | | | Comma diff <= 0: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (6.0)
| | | | | | oldLastChar > 0: STRUCTURE (7.0/1.0)
| | | | | newLocBlank > 0
| | | | | | oldLastChar <= 51
| | | | | | | LOCCommentsDiff <= -19: DOCUMENTATION (3.0/1.0)
| | | | | | | LOCCommentsDiff > -19: STRUCTURE (30.0)
| | | | | | oldLastChar > 51: DOCUMENTATION (3.0/1.0)
| | | | oldCyclomaticComplexity > 1: DOCUMENTATION (2.0)
newLocBlank > 1
| newLocExec <= 1
| | newLastChar <= 13: STRUCTURE (3.0/1.0)
| | newLastChar > 13: DOCUMENTATION (3.0)
| newLocExec > 1
| | newLoc <= 5
| | | if added <= 0: STRUCTURE (2.0)
| | | if added > 0: FUNCTIONAL (2.0)
| | newLoc > 5: STRUCTURE (136.0/6.0)
Number of Leaves : 203
Size of the tree : 405
Correctly Classified Instances 2063 78.1144 %
Incorrectly Classified Instances 578 21.8856 %
Kappa statistic 0.6601
Mean absolute error 0.1326
Root mean squared error 0.2995
Relative absolute error 40.7216 %
Root relative squared error 74.2206 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1100 29 133 14 | a = DOCUMENTATION
42 300 39 21 | b = VISUALREPRESENTATION
142 35 580 24 | c = STRUCTURE
36 24 39 83 | d = FUNCTIONAL
J48 pruned tree
------------------
newLocBlank <= 1
| newLocComments <= 0
| | cyclomaticDiff <= -2
| | | Comma diff <= 1
| | | | newLastChar <= 116
| | | | | Functions diff <= 1
| | | | | | min and p diff <= 0
| | | | | | | Comma diff <= 0
| | | | | | | | newLocExec <= 2: FUNCTIONAL (2.0)
| | | | | | | | newLocExec > 2: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (2.0)
| | | | | | min and p diff > 0: DOCUMENTATION (7.0/2.0)
| | | | | Functions diff > 1: STRUCTURE (3.0)
| | | | newLastChar > 116
| | | | | LOCExecDiff <= -8: STRUCTURE (4.0/1.0)
| | | | | LOCExecDiff > -8
| | | | | | newFirstChar <= 9
| | | | | | | Functions added <= 0: VISUALREPRESENTATION (2.0)
| | | | | | | Functions added > 0: FUNCTIONAL (6.0/2.0)
| | | | | | newFirstChar > 9: FUNCTIONAL (36.0/3.0)
| | | Comma diff > 1: STRUCTURE (9.0/1.0)
| | cyclomaticDiff > -2
| | | numberOfAddedCharacters <= 3
| | | | Functions changed <= 0
| | | | | numberOfAddedCharacters <= 2
| | | | | | numberOfAddedCharacters <= 0
| | | | | | | if added <= 0
| | | | | | | | Functions diff <= 3
| | | | | | | | | oldLocComments <= 0
| | | | | | | | | | cyclomaticDiff <= 1
| | | | | | | | | | | New diff <= -1
| | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | LOCExecDiff <= 2: FUNCTIONAL (8.0)
| | | | | | | | | | | | | | LOCExecDiff > 2: VISUALREPRESENTATION (41.0/14.0)
| | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | oldLastChar <= 76
| | | | | | | | | | | | | | | LOCExecDiff <= 2: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | LOCExecDiff > 2
| | | | | | | | | | | | | | | | Functions diff <= -2: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | Functions diff > -2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | methodWord <= -1: STRUCTURE (7.0)
| | | | | | | | | | | | | methodWord > -1: DOCUMENTATION (3.0)
| | | | | | | | | | | New diff > -1
| | | | | | | | | | | | oldLocBlank <= 0
| | | | | | | | | | | | | newLocBlank <= 0
| | | | | | | | | | | | | | Functions diff <= 1
| | | | | | | | | | | | | | | oldLocExec <= 1
| | | | | | | | | | | | | | | | commentWord <= 0
| | | | | | | | | | | | | | | | | newLocExec <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | | | | | | min and p diff <= -1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | min and p diff > -1: STRUCTURE (23.0/5.0)
| | | | | | | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | | | | | | oldLastChar <= 61
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: STRUCTURE (9.0/2.0)
| | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: VISUALREPRESENTATION (22.0/10.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | commentsWords <= 13
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 0: STRUCTURE (10.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newCyclomaticComplexity > 0: DOCUMENTATION (64.0/19.0)
| | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff <= 0: STRUCTURE (85.0/38.0)
| | | | | | | | | | | | | | | | | | | | | | | | | assignment diff > 0: FUNCTIONAL (3.0)
| | | | | | | | | | | | | | | | | | | | | | | commentsWords > 13: DOCUMENTATION (6.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 44: VISUALREPRESENTATION (5.0)
| | | | | | | | | | | | | | | | | | | | | | | oldLastChar > 44: STRUCTURE (25.0/10.0)
| | | | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | | | | newLastChar <= 119: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | | | | | | | | | | newLastChar > 119
| | | | | | | | | | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (8.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar <= 64: STRUCTURE (4.0/2.0)
| | | | | | | | | | | | | | | | | | | | | | | | | | newFirstChar > 64: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | | | | Functions added > 0: DOCUMENTATION (21.0/4.0)
| | | | | | | | | | | | | | | | | | | | | | New added > 0: VISUALREPRESENTATION (4.0/2.0)
| | | | | | | | | | | | | | | | | | | oldLastChar > 61
| | | | | | | | | | | | | | | | | | | | oldLastChar <= 121: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | oldLastChar > 121
| | | | | | | | | | | | | | | | | | | | | Functions diff <= -1
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar <= 9: DOCUMENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | | | oldFirstChar > 9: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLocExec > 1
| | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | min and p diff <= 0: STRUCTURE (14.0/3.0)
| | | | | | | | | | | | | | | | | | | min and p diff > 0: DOCUMENTATION (5.0/2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (12.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 1: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | | | | Functions added <= 0: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | | | | | | | Functions added > 0: VISUALREPRESENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | | | | newFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | | | | | | | commentWord > 0
| | | | | | | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (10.0)
| | | | | | | | | | | | | | | oldLocExec > 1
| | | | | | | | | | | | | | | | levenshteinDistance <= 0.97619
| | | | | | | | | | | | | | | | | finalWord <= -1
| | | | | | | | | | | | | | | | | | min and p diff <= -14: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | min and p diff > -14
| | | | | | | | | | | | | | | | | | | Comma diff <= -2
| | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 3: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | | | LOCExecDiff > 3
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= 4: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > 4: VISUALREPRESENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | | | Comma diff > -2
| | | | | | | | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (31.0/7.0)
| | | | | | | | | | | | | | | | | | | | Functions diff > -1
| | | | | | | | | | | | | | | | | | | | | oldLocExec <= 2
| | | | | | | | | | | | | | | | | | | | | | oldLastChar <= 51: VISUALREPRESENTATION (3.0)
| | | | | | | | | | | | | | | | | | | | | | oldLastChar > 51: STRUCTURE (5.0)
| | | | | | | | | | | | | | | | | | | | | oldLocExec > 2: DOCUMENTATION (2.0/1.0)
| | | | | | | | | | | | | | | | | finalWord > -1
| | | | | | | | | | | | | | | | | | addWord <= 0: STRUCTURE (6.0)
| | | | | | | | | | | | | | | | | | addWord > 0
| | | | | | | | | | | | | | | | | | | commentsWords <= 97: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | | | | | commentsWords > 97: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | levenshteinDistance > 0.97619: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | Functions diff > 1
| | | | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | | min and p diff <= 1
| | | | | | | | | | | | | | | | | | Comma diff <= 1
| | | | | | | | | | | | | | | | | | | New added <= 0
| | | | | | | | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | | | | | | | Functions diff <= 2: STRUCTURE (12.0/6.0)
| | | | | | | | | | | | | | | | | | | | | Functions diff > 2: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | | Comma diff > 0
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: STRUCTURE (4.0/1.0)
| | | | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: VISUALREPRESENTATION (7.0/2.0)
| | | | | | | | | | | | | | | | | | | New added > 0: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | | | Comma diff > 1
| | | | | | | | | | | | | | | | | | | LOCExecDiff <= -4: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | | | | | LOCExecDiff > -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | | min and p diff > 1: VISUALREPRESENTATION (2.0)
| | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (27.0/1.0)
| | | | | | | | | | | | | newLocBlank > 0
| | | | | | | | | | | | | | LOCExecDiff <= -2
| | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | LOCExecDiff <= -4: DOCUMENTATION (3.0)
| | | | | | | | | | | | | | | | LOCExecDiff > -4
| | | | | | | | | | | | | | | | | newLastChar <= 76: STRUCTURE (6.0/2.0)
| | | | | | | | | | | | | | | | | newLastChar > 76: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | | Functions added > 0: STRUCTURE (31.0/4.0)
| | | | | | | | | | | | | | LOCExecDiff > -2: VISUALREPRESENTATION (46.0/1.0)
| | | | | | | | | | | | oldLocBlank > 0
| | | | | | | | | | | | | LOCExecDiff <= 1: VISUALREPRESENTATION (33.0)
| | | | | | | | | | | | | LOCExecDiff > 1: STRUCTURE (25.0/1.0)
| | | | | | | | | | cyclomaticDiff > 1
| | | | | | | | | | | min and p diff <= -2: DOCUMENTATION (2.0)
| | | | | | | | | | | min and p diff > -2
| | | | | | | | | | | | oldLastChar <= 76: STRUCTURE (6.0/1.0)
| | | | | | | | | | | | oldLastChar > 76: FUNCTIONAL (16.0/3.0)
| | | | | | | | | oldLocComments > 0
| | | | | | | | | | Functions diff <= -2
| | | | | | | | | | | oldLastChar <= 76: STRUCTURE (9.0/1.0)
| | | | | | | | | | | oldLastChar > 76: VISUALREPRESENTATION (5.0/1.0)
| | | | | | | | | | Functions diff > -2
| | | | | | | | | | | oldLastChar <= 43
| | | | | | | | | | | | oldFirstChar <= 9: VISUALREPRESENTATION (15.0/1.0)
| | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (3.0)
| | | | | | | | | | | oldLastChar > 43
| | | | | | | | | | | | oldLocExec <= 0: DOCUMENTATION (44.0/2.0)
| | | | | | | | | | | | oldLocExec > 0
| | | | | | | | | | | | | oldFirstChar <= 9
| | | | | | | | | | | | | | Functions diff <= -1: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | | | | Functions diff > -1: STRUCTURE (2.0)
| | | | | | | | | | | | | oldFirstChar > 9: DOCUMENTATION (7.0/1.0)
| | | | | | | | Functions diff > 3
| | | | | | | | | newLocBlank <= 0
| | | | | | | | | | New diff <= 1
| | | | | | | | | | | Comma diff <= 2: STRUCTURE (7.0/1.0)
| | | | | | | | | | | Comma diff > 2: FUNCTIONAL (7.0/1.0)
| | | | | | | | | | New diff > 1: DOCUMENTATION (2.0/1.0)
| | | | | | | | | newLocBlank > 0: STRUCTURE (14.0)
| | | | | | | if added > 0
| | | | | | | | newLocBlank <= 0
| | | | | | | | | newLastChar <= 50
| | | | | | | | | | Functions added <= 0: FUNCTIONAL (4.0/1.0)
| | | | | | | | | | Functions added > 0: DOCUMENTATION (8.0)
| | | | | | | | | newLastChar > 50
| | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | Comma diff <= 1: VISUALREPRESENTATION (21.0/2.0)
| | | | | | | | | | | Comma diff > 1: DOCUMENTATION (2.0)
| | | | | | | | | | assignment diff > 0
| | | | | | | | | | | newLastChar <= 123: VISUALREPRESENTATION (9.0/4.0)
| | | | | | | | | | | newLastChar > 123: FUNCTIONAL (2.0)
| | | | | | | | newLocBlank > 0: FUNCTIONAL (4.0)
| | | | | | numberOfAddedCharacters > 0
| | | | | | | newLastChar <= 50: STRUCTURE (16.0)
| | | | | | | newLastChar > 50
| | | | | | | | Functions diff <= -1
| | | | | | | | | numberOfDeletedWords <= 2: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 2: DOCUMENTATION (2.0)
| | | | | | | | Functions diff > -1
| | | | | | | | | numberOfDeletedWords <= 0: STRUCTURE (2.0)
| | | | | | | | | numberOfDeletedWords > 0
| | | | | | | | | | numberOfAddedCharacters <= 1: DOCUMENTATION (8.0)
| | | | | | | | | | numberOfAddedCharacters > 1: FUNCTIONAL (2.0)
| | | | | numberOfAddedCharacters > 2
| | | | | | newLocExec <= 1
| | | | | | | Functions diff <= -1: STRUCTURE (2.0)
| | | | | | | Functions diff > -1
| | | | | | | | numberOfDeletedCharacters <= 3: DOCUMENTATION (10.0)
| | | | | | | | numberOfDeletedCharacters > 3
| | | | | | | | | levenshteinDistance <= 0.915663: DOCUMENTATION (3.0)
| | | | | | | | | levenshteinDistance > 0.915663: STRUCTURE (3.0)
| | | | | | newLocExec > 1: VISUALREPRESENTATION (54.0/1.0)
| | | | Functions changed > 0
| | | | | numberOfDeletedCharacters <= 3
| | | | | | numberOfAddedWords <= 1
| | | | | | | newLastChar <= 50: FUNCTIONAL (2.0)
| | | | | | | newLastChar > 50
| | | | | | | | newFirstChar <= 9: DOCUMENTATION (5.0)
| | | | | | | | newFirstChar > 9
| | | | | | | | | numberOfAddedCharacters <= 2: FUNCTIONAL (4.0)
| | | | | | | | | numberOfAddedCharacters > 2: DOCUMENTATION (3.0)
| | | | | | numberOfAddedWords > 1: STRUCTURE (2.0)
| | | | | numberOfDeletedCharacters > 3
| | | | | | Functions changed <= 1: STRUCTURE (31.0/3.0)
| | | | | | Functions changed > 1: DOCUMENTATION (3.0)
| | | numberOfAddedCharacters > 3
| | | | levenshteinDistance <= 0.728395
| | | | | newLocBlank <= 0
| | | | | | LOCCommentsDiff <= 0
| | | | | | | oldLocBlank <= 0
| | | | | | | | numberOfAddedWords <= 4
| | | | | | | | | newFirstChar <= 9
| | | | | | | | | | newLastChar <= 40: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | newLastChar > 40
| | | | | | | | | | | numberOfDeletedWords <= 2
| | | | | | | | | | | | assignment diff <= 0
| | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | | | min and p diff <= -1: STRUCTURE (3.0/1.0)
| | | | | | | | | | | | | | | min and p diff > -1
| | | | | | | | | | | | | | | | numberOfAddedCharacters <= 5: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedCharacters > 5: DOCUMENTATION (15.0/2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 1
| | | | | | | | | | | | | | | numberOfDeletedCharacters <= 5: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | | numberOfDeletedCharacters > 5: STRUCTURE (8.0)
| | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | | levenshteinDistance <= 0.716981: STRUCTURE (25.0/3.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.716981: DOCUMENTATION (2.0)
| | | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (5.0/1.0)
| | | | | | | | | | | | assignment diff > 0: STRUCTURE (4.0)
| | | | | | | | | | | numberOfDeletedWords > 2: STRUCTURE (12.0)
| | | | | | | | | newFirstChar > 9
| | | | | | | | | | numberOfAddedCharacters <= 5
| | | | | | | | | | | levenshteinDistance <= 0.722222: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | | | | levenshteinDistance > 0.722222: FUNCTIONAL (4.0)
| | | | | | | | | | numberOfAddedCharacters > 5
| | | | | | | | | | | methodWord <= -1
| | | | | | | | | | | | LOCExecDiff <= -1
| | | | | | | | | | | | | numberOfAddedWords <= 2
| | | | | | | | | | | | | | Comma diff <= 0
| | | | | | | | | | | | | | | newLastChar <= 76: FUNCTIONAL (9.0)
| | | | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | | | numberOfAddedWords <= 1: STRUCTURE (2.0)
| | | | | | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/2.0)
| | | | | | | | | | | | | | Comma diff > 0: STRUCTURE (14.0/1.0)
| | | | | | | | | | | | | numberOfAddedWords > 2: DOCUMENTATION (4.0/2.0)
| | | | | | | | | | | | LOCExecDiff > -1
| | | | | | | | | | | | | Comma diff <= -1
| | | | | | | | | | | | | | newLocExec <= 1: FUNCTIONAL (2.0)
| | | | | | | | | | | | | | newLocExec > 1: STRUCTURE (4.0)
| | | | | | | | | | | | | Comma diff > -1
| | | | | | | | | | | | | | Functions diff <= 0
| | | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | | numberOfDeletedWords <= 1: DOCUMENTATION (9.0/3.0)
| | | | | | | | | | | | | | | | numberOfDeletedWords > 1: STRUCTURE (12.0/2.0)
| | | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | | Functions added <= 0
| | | | | | | | | | | | | | | | | levenshteinDistance <= 0.673913: STRUCTURE (45.0/3.0)
| | | | | | | | | | | | | | | | | levenshteinDistance > 0.673913: DOCUMENTATION (6.0/2.0)
| | | | | | | | | | | | | | | | Functions added > 0
| | | | | | | | | | | | | | | | | newCyclomaticComplexity <= 1: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | | newCyclomaticComplexity > 1: STRUCTURE (3.0)
| | | | | | | | | | | | | | Functions diff > 0: STRUCTURE (8.0)
| | | | | | | | | | | methodWord > -1
| | | | | | | | | | | | returnWord <= 0
| | | | | | | | | | | | | LOCExecDiff <= -1: STRUCTURE (3.0)
| | | | | | | | | | | | | LOCExecDiff > -1: DOCUMENTATION (9.0/2.0)
| | | | | | | | | | | | returnWord > 0: FUNCTIONAL (3.0)
| | | | | | | | numberOfAddedWords > 4
| | | | | | | | | methodWord <= -1: DOCUMENTATION (5.0/1.0)
| | | | | | | | | methodWord > -1: STRUCTURE (4.0/2.0)
| | | | | | | oldLocBlank > 0: STRUCTURE (12.0/1.0)
| | | | | | LOCCommentsDiff > 0
| | | | | | | newFirstChar <= 9: STRUCTURE (4.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (5.0)
| | | | | newLocBlank > 0
| | | | | | newLastChar <= 50: VISUALREPRESENTATION (8.0/1.0)
| | | | | | newLastChar > 50
| | | | | | | numberOfDeletedCharacters <= 31: STRUCTURE (10.0)
| | | | | | | numberOfDeletedCharacters > 31: DOCUMENTATION (11.0/3.0)
| | | | levenshteinDistance > 0.728395
| | | | | newLastChar <= 36: STRUCTURE (7.0)
| | | | | newLastChar > 36
| | | | | | LOCExecDiff <= -1
| | | | | | | newFirstChar <= 9: VISUALREPRESENTATION (3.0/1.0)
| | | | | | | newFirstChar > 9: DOCUMENTATION (6.0)
| | | | | | LOCExecDiff > -1
| | | | | | | numberOfDeletedWords <= 0
| | | | | | | | numberOfAddedCharacters <= 7: STRUCTURE (4.0)
| | | | | | | | numberOfAddedCharacters > 7: DOCUMENTATION (8.0/3.0)
| | | | | | | numberOfDeletedWords > 0
| | | | | | | | numberOfDeletedCharacters <= 24
| | | | | | | | | newLocExec <= 1
| | | | | | | | | | numberOfDeletedCharacters <= 5
| | | | | | | | | | | numberOfDeletedCharacters <= 2: DOCUMENTATION (18.0)
| | | | | | | | | | | numberOfDeletedCharacters > 2
| | | | | | | | | | | | numberOfAddedWords <= 1
| | | | | | | | | | | | | newLastChar <= 76
| | | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | | levenshteinDistance <= 0.793103: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | | levenshteinDistance > 0.793103: DOCUMENTATION (5.0)
| | | | | | | | | | | | | | Functions changed > 0: STRUCTURE (11.0/2.0)
| | | | | | | | | | | | | newLastChar > 76
| | | | | | | | | | | | | | Functions changed <= 0: STRUCTURE (5.0/1.0)
| | | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (8.0)
| | | | | | | | | | | | numberOfAddedWords > 1: DOCUMENTATION (3.0/1.0)
| | | | | | | | | | numberOfDeletedCharacters > 5
| | | | | | | | | | | addWord <= 0
| | | | | | | | | | | | newFirstChar <= 9
| | | | | | | | | | | | | Functions changed <= 0
| | | | | | | | | | | | | | levenshteinDistance <= 0.790698: STRUCTURE (3.0)
| | | | | | | | | | | | | | levenshteinDistance > 0.790698: DOCUMENTATION (3.0)
| | | | | | | | | | | | | Functions changed > 0: DOCUMENTATION (7.0/1.0)
| | | | | | | | | | | | newFirstChar > 9
| | | | | | | | | | | | | numberOfDeletedCharacters <= 8: DOCUMENTATION (80.0/3.0)
| | | | | | | | | | | | | numberOfDeletedCharacters > 8
| | | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (16.0)
| | | | | | | | | | | | | | Functions changed > 0
| | | | | | | | | | | | | | | newLastChar <= 50: STRUCTURE (3.0)
| | | | | | | | | | | | | | | newLastChar > 50
| | | | | | | | | | | | | | | | numberOfDeletedCharacters <= 12: DOCUMENTATION (4.0/1.0)
| | | | | | | | | | | | | | | | numberOfDeletedCharacters > 12: STRUCTURE (3.0/1.0)
| | | | | | | | | | | addWord > 0: STRUCTURE (3.0/1.0)
| | | | | | | | | newLocExec > 1
| | | | | | | | | | newLastChar <= 123
| | | | | | | | | | | levenshteinDistance <= 0.801325
| | | | | | | | | | | | numberOfAddedWords <= 2: FUNCTIONAL (5.0/1.0)
| | | | | | | | | | | | numberOfAddedWords > 2
| | | | | | | | | | | | | Functions changed <= 0: DOCUMENTATION (9.0)
| | | | | | | | | | | | | Functions changed > 0: STRUCTURE (2.0)
| | | | | | | | | | | levenshteinDistance > 0.801325: DOCUMENTATION (45.0/2.0)
| | | | | | | | | | newLastChar > 123: VISUALREPRESENTATION (2.0/1.0)
| | | | | | | | numberOfDeletedCharacters > 24
| | | | | | | | | numberOfDeletedWords <= 7: STRUCTURE (6.0)
| | | | | | | | | numberOfDeletedWords > 7: DOCUMENTATION (2.0)
| newLocComments > 0
| | newLocExec <= 0
| | | newFirstChar <= 32: DOCUMENTATION (624.0/14.0)
| | | newFirstChar > 32
| | | | LOCDiff <= -6: DOCUMENTATION (29.0)
| | | | LOCDiff > -6: VISUALREPRESENTATION (5.0/1.0)
| | newLocExec > 0
| | | Functions added <= 0
| | | | oldLocBlank <= 0
| | | | | numberOfAddedWords <= 2: DOCUMENTATION (26.0/3.0)
| | | | | numberOfAddedWords > 2
| | | | | | oldFirstChar <= 9: FUNCTIONAL (3.0/1.0)
| | | | | | oldFirstChar > 9: DOCUMENTATION (3.0/1.0)
| | | | oldLocBlank > 0: STRUCTURE (4.0/1.0)
| | | Functions added > 0
| | | | oldCyclomaticComplexity <= 1
| | | | | newLocBlank <= 0
| | | | | | oldLastChar <= 0
| | | | | | | Comma diff <= 0: STRUCTURE (3.0/1.0)
| | | | | | | Comma diff > 0: DOCUMENTATION (6.0)
| | | | | | oldLastChar > 0: STRUCTURE (7.0/1.0)
| | | | | newLocBlank > 0
| | | | | | oldLastChar <= 51
| | | | | | | LOCCommentsDiff <= -19: DOCUMENTATION (3.0/1.0)
| | | | | | | LOCCommentsDiff > -19: STRUCTURE (30.0)
| | | | | | oldLastChar > 51: DOCUMENTATION (3.0/1.0)
| | | | oldCyclomaticComplexity > 1: DOCUMENTATION (2.0)
newLocBlank > 1
| newLocExec <= 1
| | newLastChar <= 13: STRUCTURE (3.0/1.0)
| | newLastChar > 13: DOCUMENTATION (3.0)
| newLocExec > 1
| | newLoc <= 5
| | | if added <= 0: STRUCTURE (2.0)
| | | if added > 0: FUNCTIONAL (2.0)
| | newLoc > 5: STRUCTURE (136.0/6.0)
Number of Leaves : 203
Size of the tree : 405
Correctly Classified Instances 2065 78.1901 %
Incorrectly Classified Instances 576 21.8099 %
Kappa statistic 0.6622
Mean absolute error 0.1327
Root mean squared error 0.298
Relative absolute error 40.7411 %
Root relative squared error 73.8677 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1095 38 128 15 | a = DOCUMENTATION
37 298 48 19 | b = VISUALREPRESENTATION
132 32 592 25 | c = STRUCTURE
31 25 46 80 | d = FUNCTIONAL
J48
Precision 0: 0.8439207704518136
Precision 1: 0.7554030969014816
Precision 2: 0.7329120982178388
Precision 3: 0.5737069919418238
Recall 0: 0.8614420062695924
Recall 1: 0.744776119402985
Recall 2: 0.7498079385403329
Recall 3: 0.45
F-Measure 0: 0.8525607774360392
F-Measure 1: 0.7500146856336382
F-Measure 2: 0.7411879964005046
F-Measure 3: 0.5042256144118917
AUC 0 : 0.8971940702975185
AUC 1 : 0.8911859305526854
AUC 2: 0.8546230019412663
AUC 3: 0.804938463326019
MCC 0 : 0.7121421218944572
MCC 1 : 0.7055499349836747
MCC 2 : 0.6308782617741274
MCC 3 : 0.4762975756276376
Correctly Classified Instances 2186 82.7717 %
Incorrectly Classified Instances 455 17.2283 %
Kappa statistic 0.7325
Mean absolute error 0.1202
Root mean squared error 0.2505
Relative absolute error 36.9006 %
Root relative squared error 62.0923 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1137 22 112 5 | a = DOCUMENTATION
35 318 34 15 | b = VISUALREPRESENTATION
108 25 634 14 | c = STRUCTURE
25 22 38 97 | d = FUNCTIONAL
Correctly Classified Instances 2186 82.7717 %
Incorrectly Classified Instances 455 17.2283 %
Kappa statistic 0.7323
Mean absolute error 0.1193
Root mean squared error 0.248
Relative absolute error 36.6219 %
Root relative squared error 61.455 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1139 18 110 9 | a = DOCUMENTATION
30 323 34 15 | b = VISUALREPRESENTATION
115 23 631 12 | c = STRUCTURE
20 20 49 93 | d = FUNCTIONAL
Correctly Classified Instances 2188 82.8474 %
Incorrectly Classified Instances 453 17.1526 %
Kappa statistic 0.7342
Mean absolute error 0.1196
Root mean squared error 0.2492
Relative absolute error 36.7246 %
Root relative squared error 61.7683 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1134 22 112 8 | a = DOCUMENTATION
30 323 31 18 | b = VISUALREPRESENTATION
108 25 635 13 | c = STRUCTURE
21 22 43 96 | d = FUNCTIONAL
Correctly Classified Instances 2191 82.961 %
Incorrectly Classified Instances 450 17.039 %
Kappa statistic 0.736
Mean absolute error 0.1202
Root mean squared error 0.2494
Relative absolute error 36.9065 %
Root relative squared error 61.8163 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1135 25 109 7 | a = DOCUMENTATION
32 321 35 14 | b = VISUALREPRESENTATION
105 25 637 14 | c = STRUCTURE
22 24 38 98 | d = FUNCTIONAL
Correctly Classified Instances 2165 81.9765 %
Incorrectly Classified Instances 476 18.0235 %
Kappa statistic 0.7209
Mean absolute error 0.1216
Root mean squared error 0.2517
Relative absolute error 37.322 %
Root relative squared error 62.3892 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1121 27 120 8 | a = DOCUMENTATION
32 317 35 18 | b = VISUALREPRESENTATION
109 26 633 13 | c = STRUCTURE
21 20 47 94 | d = FUNCTIONAL
Correctly Classified Instances 2184 82.6959 %
Incorrectly Classified Instances 457 17.3041 %
Kappa statistic 0.7314
Mean absolute error 0.121
Root mean squared error 0.2497
Relative absolute error 37.1435 %
Root relative squared error 61.8964 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1135 23 111 7 | a = DOCUMENTATION
35 316 37 14 | b = VISUALREPRESENTATION
110 23 635 13 | c = STRUCTURE
20 22 42 98 | d = FUNCTIONAL
Correctly Classified Instances 2183 82.6581 %
Incorrectly Classified Instances 458 17.3419 %
Kappa statistic 0.7315
Mean absolute error 0.1197
Root mean squared error 0.2495
Relative absolute error 36.7435 %
Root relative squared error 61.8369 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1129 19 117 11 | a = DOCUMENTATION
32 319 33 18 | b = VISUALREPRESENTATION
104 25 637 15 | c = STRUCTURE
24 21 39 98 | d = FUNCTIONAL
Correctly Classified Instances 2193 83.0367 %
Incorrectly Classified Instances 448 16.9633 %
Kappa statistic 0.7368
Mean absolute error 0.1189
Root mean squared error 0.2484
Relative absolute error 36.5123 %
Root relative squared error 61.5652 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1137 23 107 9 | a = DOCUMENTATION
33 326 33 10 | b = VISUALREPRESENTATION
105 24 638 14 | c = STRUCTURE
20 21 49 92 | d = FUNCTIONAL
Correctly Classified Instances 2175 82.3552 %
Incorrectly Classified Instances 466 17.6448 %
Kappa statistic 0.7262
Mean absolute error 0.1201
Root mean squared error 0.2489
Relative absolute error 36.8705 %
Root relative squared error 61.6901 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1128 26 114 8 | a = DOCUMENTATION
36 318 31 17 | b = VISUALREPRESENTATION
111 23 634 13 | c = STRUCTURE
26 22 39 95 | d = FUNCTIONAL
Correctly Classified Instances 2188 82.8474 %
Incorrectly Classified Instances 453 17.1526 %
Kappa statistic 0.7339
Mean absolute error 0.1202
Root mean squared error 0.2493
Relative absolute error 36.9009 %
Root relative squared error 61.7985 %
Total Number of Instances 2641
=== Confusion Matrix ===
a b c d <-- classified as
1133 21 111 11 | a = DOCUMENTATION
30 322 34 16 | b = VISUALREPRESENTATION
108 22 641 10 | c = STRUCTURE
24 22 44 92 | d = FUNCTIONAL
Random forest
Precision 0: 0.8741490229018881
Precision 1: 0.8242888656504892
Precision 2: 0.7709843261076571
Precision 3: 0.7212137477846841
Recall 0: 0.8877742946708465
Recall 1: 0.7967661691542288
Recall 2: 0.8137003841229193
Recall 3: 0.5236263736263735
F-Measure 0: 0.8809034836183205
F-Measure 1: 0.8102734508092961
F-Measure 2: 0.7917586468232922
F-Measure 3: 0.6065910000765393
AUC 0 : 0.954317866042004
AUC 1 : 0.9479232355418088
AUC 2: 0.9423723032230529
AUC 3: 0.9063243791588647
MCC 0 : 0.7679931333275377
MCC 1 : 0.7770565923167225
MCC 2 : 0.7014627103991411
MCC 3 : 0.5909054185783427
==== SUMMARY ===
Naive Bayes class: Documentation
Precision: 0.6668054445565084
Recall: 0.3859717868338558
F-Measure: 0.48888841469679745
AUC: 0.6728514875928668
MCC: 0.22899853279419466
Naive Bayes class: Visual representation
Precision: 0.238667456105602
Recall: 0.8574626865671643
F-Measure: 0.3733922703742295
AUC: 0.7222076308942114
MCC: 0.2643989437509351
Naive Bayes class: Structure
Precision: 0.6591357227670552
Recall: 0.10627400768245839
F-Measure: 0.18301280492342784
AUC: 0.6183348477964562
MCC: 0.1781741929558882
Naive Bayes class: Functional
Precision: 0.1625841835019315
Recall: 0.29560439560439555
F-Measure: 0.20954841064148827
AUC: 0.6741186223292771
MCC: 0.13967151784852844
J48 class: Documentation
Precision: 0.8439207704518136
Recall: 0.8614420062695924
F-Measure: 0.8525607774360392
AUC: 0.8971940702975185
MCC: 0.7121421218944572
J48 class: Visual representation
Precision: 0.7554030969014816
Recall: 0.744776119402985
F-Measure: 0.7500146856336382
AUC: 0.8911859305526854
MCC: 0.7055499349836747
J48 class: Structure
Precision: 0.7329120982178388
Recall: 0.7498079385403329
F-Measure: 0.7411879964005046
AUC: 0.8546230019412663
MCC: 0.6308782617741274
J48 class: Functional
Precision: 0.5737069919418238
Recall: 0.45
F-Measure: 0.5042256144118917
AUC: 0.804938463326019
MCC: 0.4762975756276376
Random forest class: Documentation
Precision: 0.8741490229018881
Recall: 0.8877742946708465
F-Measure: 0.8809034836183205
AUC: 0.954317866042004
MCC: 0.7679931333275377
Random forest class: Visual representation
Precision: 0.8242888656504892
Recall: 0.7967661691542288
F-Measure: 0.8102734508092961
AUC: 0.9479232355418088
MCC: 0.7770565923167225
Random forest class: Structure
Precision: 0.7709843261076571
Recall: 0.8137003841229193
F-Measure: 0.7917586468232922
AUC: 0.9423723032230529
MCC: 0.7014627103991411
Random forest class: Functional
Precision: 0.7212137477846841
Recall: 0.5236263736263735
F-Measure: 0.6065910000765393
AUC: 0.9063243791588647
MCC: 0.5909054185783427