Replication Package For EA-Z
Description
Replication Package For EA-Z V1
[1] To replica experiment, requires:
R-4.3
R package: ebmc, pROC, fBasics, tictoc, caret, e1071, RWeka, randomForest, C50.
File:
utils2.R, // for performance indicators and tool function
utils_ml.R, // for learning algorithms
exp_init_v7b5.csv // exp-setup, cross-project setting file
and input/[datasets] // datasets write in setting file
To run:
Rscript exeMain_v7b5.r
Note that each line of cross-project setting can be run in parallel (separate with multiple setup files!).
Experiment on Dataset "mozilla" is rather slow since it is the largest dataset.
[2] Analysis:
MergedData_v7b5_Jan2024.csv // data file
Step-after-v7b5_effectsize.r // Analysis code
Step_before_v7b5.r // Merge files from output data file.
Files
EASE2024_Replication_packageV1.zip
Files
(17.7 MB)
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md5:57ef05e4f63b59ae1727abeaf34724ea
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