Observed_Data,Ada_Boost,ANN,DT,GB,KNN,LGB,MLR,RF,XGB
0.625,314.8200157,-30.43499385,11.16444954,-20.39594991,0.561111111,38.35244533,344.7180626,9.550969268,-9.363346
0.5,20.05052957,2.981263365,0.589094431,0.386490207,0.488888889,-0.476315677,-34.31600231,0.734889953,-0.104170404
495.1,458.4939085,610.1933768,613.255038,571.8081554,603.0111111,595.3725923,523.8154352,588.1809174,555.69727
282.425,252.3006803,294.5115183,271.7482026,287.8759339,256.3652778,302.4107643,222.4899162,268.0605765,286.49387
0.6,20.97116573,2.074604354,0.589094431,0.762253372,0.591666667,11.72017865,79.63094229,0.600952092,0.27009824
0.35,13.74849164,3.845705769,0.589094431,0.661280591,0.4,-1.306073668,-23.32792815,0.691049047,0.46870133
0.575,13.74849164,4.750905155,0.589094431,-0.178519892,0.581944444,-11.94077082,59.75404934,0.756027234,1.4280936
148.65,320.3000656,259.4919727,287.7752976,270.5455057,267.3347222,228.9125218,301.5240382,275.2309897,265.02542
33.7,60.65677724,35.23262567,17.50108794,24.02777269,21.075,21.9265415,46.04244953,21.65466765,22.382792
0.6,29.4165177,5.365903595,0.880834543,1.013242362,0.580555556,3.453956583,168.3717121,0.770147723,1.1594043
927.5,599.9527237,912.0447173,873.1390719,878.8084686,892.4041667,880.9783924,595.3368977,886.4158532,886.09454
662.475,474.4263519,591.8816097,619.1603278,616.2583398,659.8805556,610.4794368,497.9651409,586.9401994,610.6259
0.475,64.59128828,0.674369346,0.536855029,-0.201415291,0.486111111,-0.546915581,-21.47155076,0.535660035,-0.34099483
127.5,125.4942927,165.4171155,114.434425,131.6837964,137.0402778,145.2092451,141.8083543,141.2389946,129.52744
264.05,246.9691776,257.2951051,239.4823353,261.9630263,234.1847222,254.6518655,192.8966162,242.4929562,262.78836
0.475,57.71342039,0.674369346,0.536855029,0.859937704,3.2625,4.601357272,-60.40036085,0.535255667,0.5940553
42.925,386.1574254,41.92855056,35.95608553,31.22887441,33.86666667,31.08384451,405.6191334,34.47466461,30.978376
434.475,312.6247487,389.2789292,430.1897817,456.1769017,402.4083333,389.7039861,207.0345699,433.130975,433.92612
250.975,425.6037635,468.5904173,497.457384,453.6431455,507.2347222,480.3888423,380.1025574,490.682659,489.57004
0.475,58.36484353,1.075763246,5.817218903,0.450623088,2.6625,5.624978939,-26.16243739,3.177753369,1.6946483
169.075,146.7338408,169.6883116,144.7990811,154.3318893,142.8055556,160.5975376,277.2473352,148.711337,151.36526
0.275,72.72778245,31.7436598,14.18937908,39.307758,34.79305556,81.47789812,34.11583345,24.2907327,39.52984
383.95,313.7314266,292.8420544,287.7752976,296.6865498,331.8166667,256.1448224,278.2195349,278.4595497,300.36282
726.1,460.4291391,711.1155436,730.725,741.8600326,689.9291667,752.9475489,648.5727151,734.9226731,730.9404
0.175,49.68697186,4.050511873,0.141911765,3.812720895,0.126388889,-19.4385609,-13.79407821,0.206764938,-0.57359695
0.45,13.74849164,3.401232419,0.589094431,1.05236233,0.490277778,2.12890191,-8.915740679,0.540142045,0.6868038
0.875,20.97116573,6.277184012,0.880834543,1.585830122,0.631944444,10.08608881,137.0032967,0.801355166,1.1547221
653.25,422.1864963,699.6219154,661.7978992,575.8638552,552.6388889,562.8582137,421.557278,617.2055695,525.2903
341.55,327.0325135,329.0611954,342.6857453,343.6835127,332.3736111,343.5175739,288.7599737,325.4925502,344.0219
0.125,49.68697186,5.212698261,0.201492409,1.298624337,0.130555556,20.4785133,10.91961499,0.160386914,0.48536503
669.125,451.331279,587.6721798,552.6390237,629.8629454,675.1652778,670.0456573,496.3248565,592.7581608,636.381
0.5,13.74849164,4.501678202,0.589094431,0.54508062,0.509722222,2.103284574,-32.37159894,0.512636816,0.70518386
25.525,178.6456288,130.2374654,94.12916667,90.3974252,96.82361111,107.0692791,124.322189,104.0261704,93.413
0.25,58.6994679,0.674369346,2.068717081,2.574164421,4.816666667,14.17194576,41.92959958,2.469128642,3.658222
0.5,67.59218843,0.674369346,0.536855029,-0.217011638,0.476388889,-2.029118833,45.26946364,0.529383694,0.37321177
142.325,153.0619812,140.017327,144.7990811,135.6438297,131.5041667,124.0210702,156.6025616,143.6274211,137.85825
0.4,221.537963,12.50192975,1.71200565,2.60418587,0.4125,-23.69794818,331.7681127,1.032841069,10.500208
103.6,422.1429397,171.3678014,225.2725588,157.5787518,136.5513889,269.2486012,516.9419485,153.0765829,152.56468
721.325,465.942499,495.9008593,458.451205,496.6983764,500.1805556,468.1994321,439.6010801,497.0299765,476.9013
1.625,94.22526635,13.4503099,2.34125,6.17285377,2.913888889,-0.304026205,8.954786237,2.344504184,5.857489
592.85,303.4827853,506.7410316,458.0110687,491.6199572,459.7388889,474.1202184,211.883767,489.5533982,486.56406
222.475,443.8885365,357.777627,320.401891,302.8125997,193.7180556,286.1340704,389.7386046,295.8809399,317.43912
0.475,13.74849164,2.921060577,0.589094431,1.611387898,0.4375,-2.707450398,58.55367721,0.783916365,0.30465135
469.725,320.3677445,424.8743648,394.137616,425.2345672,380.7791667,437.2866642,152.4206173,408.1211591,419.71002
0.5,13.74849164,3.88101054,0.589094431,2.426176601,0.573611111,-6.350973445,105.2668234,0.784681212,2.863059
42.1,405.4101919,288.7664648,286.5407642,270.6985216,314.5347222,299.1358821,321.4270571,271.931977,284.91748
0.35,13.74849164,6.168746464,0.589094431,-1.342942443,0.422222222,14.29379794,37.79746128,0.631552966,0.17373258
505.85,555.900601,463.3395878,437.5896365,445.1550772,394.3291667,447.3100143,529.5599889,419.982828,438.43295
0.475,20.05052957,0.962078869,0.589094431,1.018045497,0.475,-1.183711078,-4.272392706,0.569772035,0.6915555
202.125,186.9548775,120.6409233,91.40252016,100.3428484,92.95416667,122.2418739,120.8937951,109.5218497,105.354774
0.475,13.74849164,3.866850829,0.589094431,0.274442113,0.5,1.427240473,-62.81528774,0.512636816,0.42621163
192.925,255.3452612,258.3298527,316.1130162,242.3877763,225.4236111,293.0003577,233.7531146,259.93808,242.76509
0.575,20.97116573,1.553931174,0.880834543,1.068737406,0.5875,-4.921978492,99.04591134,0.736966239,1.5260321
7.475,125.4942927,31.54973091,8.099728261,4.489400376,10.61944444,-17.19913957,188.3910901,8.048369334,2.379397
19.5,102.0334503,34.60803394,35.46988577,28.1203814,26.28194444,43.93256053,25.12790705,28.08748572,28.401688
121.5,117.727148,168.8964476,53.23547055,111.4923198,70.07916667,106.8819635,51.44009104,75.90876131,107.153404
1.925,240.0667066,-3.902727138,1.597596154,6.344237235,9.891666667,36.42640945,497.7282181,1.895860614,-2.5820136
972.15,701.6685114,901.2544688,881.2713415,856.8681231,858.1875,893.6087808,641.1132818,873.1974685,850.74664
284.175,94.22526635,10.19255442,53.23547055,34.89049559,15.08611111,-22.69673359,-19.05291377,17.07293055,43.49796
0.15,54.41063486,4.648931104,2.068717081,1.205791936,2.558333333,8.63192172,19.67024497,1.201651373,0.8883897
0.475,72.86157605,0.674369346,0.536855029,4.675397102,0.547222222,-5.323438737,67.27192415,0.521935622,9.986263
0.6,20.97116573,23.62488375,1.323301329,2.669906442,1.527777778,13.98855063,146.8516057,1.279169732,1.9185549
929.3,713.7233877,933.0169271,940.1002768,908.7815261,890.1263889,933.7835282,619.1184975,920.7011608,943.57623
0.45,13.74849164,-2.880105188,0.589094431,-2.239303839,0.427777778,2.630093384,31.64758147,0.737433218,0.23948613
0.5,13.74849164,0.259538324,0.589094431,-0.042432422,0.372222222,4.131747242,-41.27547207,0.507102048,0.093956135
12.55,78.17227959,0.884836951,17.50108794,9.958634662,4.483333333,54.30681351,23.89580669,10.04741391,10.8889265
599.45,416.5254062,503.4924061,497.457384,480.6359544,498.9138889,370.112641,371.7410097,474.3890008,509.26978
312.55,447.702296,335.63175,368.5488567,303.8259525,318.3583333,407.3845415,454.5162174,346.3081912,302.8452
368.875,261.3229408,350.1023912,275.9030273,325.9901082,250.6402778,277.4482429,330.0615017,330.3087872,331.83426
0.05,20.05052957,5.41949502,6.819751921,0.805759367,0.018055556,9.528710366,61.07962171,0.425297086,-0.2096686
366.75,422.1429397,351.1247728,331.2029948,353.108335,273.8777778,415.7185376,392.7601082,349.3386833,343.12726
0.475,60.65677724,0.674369346,0.536855029,-0.168945989,0.493055556,3.206179106,-47.94382458,0.593845602,-1.042598
3.05,260.5724851,14.61654624,182.9470297,24.88202197,8.915277778,60.92738148,221.0858726,46.75331647,34.758183
0.5,13.74849164,1.965750988,0.589094431,2.04192505,0.361111111,8.699903745,-4.760352603,0.569772035,1.2813929
393.05,320.3677445,448.4622409,471.0147222,465.805417,423.4111111,403.0851814,214.7708624,462.1008517,462.59366
718.225,612.1935812,745.1791605,786.0181267,743.4631063,744.5,771.2635307,520.4025334,743.5701323,737.6311
37.275,106.1924627,76.83866699,64.65134132,68.93945211,70.8625,67.99705952,75.88466686,67.52335729,60.398827
13.9,80.89660032,55.969354,82.57117077,70.18370227,60.37638889,57.85305276,1.828018153,70.12281574,56.56899
0.6,13.74849164,5.103120541,0.589094431,3.946293078,0.591666667,-7.685896178,126.1308582,0.762557413,3.1549673
392.575,320.3677445,368.5850716,502.2944444,468.6050879,322.8625,353.3719321,123.7959738,465.5057459,476.91882
0.425,13.74849164,2.247957705,0.589094431,1.267757912,1.769444444,4.628633208,-10.28823255,0.600480107,1.1657435
386.75,324.7667682,454.4068776,388.175,416.8046643,410.7305556,436.6877905,183.0923165,385.3618711,403.46964
210.8,452.8318229,485.1308591,505.782265,430.6001292,417.2319444,412.8483895,385.8838217,458.7983596,437.15604
299.7,486.2574327,389.8174544,362.475,362.4504749,467.4472222,477.5375403,574.8809664,406.8077687,382.15216
5.375,13.74849164,1.599591457,18.65093229,5.686647922,6.622222222,14.34498782,36.22713692,9.041056558,5.2183914
14.825,58.6994679,0.674369346,2.068717081,2.436183444,1.826388889,11.01412976,56.68441209,1.76104647,2.0419908
0,20.05052957,1.630459895,0.143430703,0.37417903,0.004166667,3.226998543,31.73237991,0.059039619,0.47870174
0.15,57.71342039,0.674369346,2.068717081,1.825310204,3.179166667,8.704587299,13.22216842,1.040428814,0.48323843
15.4,20.05052957,117.198322,26.1408363,80.83695569,85.37916667,88.87740356,117.5989827,55.82460077,86.04374
0.525,13.74849164,1.824019161,0.589094431,1.316354081,0.466666667,-8.258607831,5.621171391,0.569772035,1.5066055
714.6,493.2308193,699.2289146,708.241015,666.2438521,656.2694444,742.823479,532.3074237,674.3088417,680.6493
0.6,20.97116573,-0.339625265,1.323301329,1.884982916,0.588888889,11.03561914,120.7202804,1.177603034,2.5445416
849.8,605.5184902,712.9799371,673.0474138,703.3534093,716.2430556,720.6708803,605.6480559,697.1047303,710.0856
2.275,19.25786184,27.16807248,6.819751921,15.62442864,4.752777778,18.67760601,49.08899696,10.25425665,10.264444
0.475,58.36484353,6.51776444,5.817218903,-0.220838999,1.948611111,10.07638759,-41.79772068,3.725213032,1.8201165
480.05,427.3442339,445.814613,447.6843556,437.1124811,467.1819444,502.2847084,430.5303488,457.7771633,446.05457
0.5,78.17227959,1.92355966,1.515778689,3.092992782,102.7236111,18.73927158,51.05657886,1.608038858,1.0912275
0.5,64.59128828,0.674369346,0.536855029,0.294748744,0.475,-3.314039439,-30.67776655,0.532115273,-1.2538654
637.2,618.9777055,669.2145428,653.2165365,689.715242,724.0986111,680.4388389,500.7465114,644.4633668,705.82086
0.475,67.59218843,0.674369346,0.536855029,-0.126994904,0.490277778,-15.12950744,0.103915664,0.526832499,-0.42143163
0.575,20.97116573,-3.218967726,0.880834543,1.108683048,2.618055556,-11.43215932,96.59876303,1.012095523,2.5050662
205.225,474.0782294,462.1783877,458.451205,486.7738762,484.1944444,452.1632915,439.2775934,475.2922572,471.5437
0.55,13.74849164,4.326946452,0.589094431,0.957160186,0.508333333,-3.414034648,-8.264861386,0.512636816,0.08268015
0.25,20.05052957,4.794664047,0.053595711,-0.156725604,0.231944444,-3.551615128,-7.781219497,0.072377585,0.87761205
0.475,20.05052957,5.452981644,1.766640316,0.849337613,0.173611111,2.539518967,80.44117895,0.620850553,1.2578524
0,20.05052957,0.258556366,0.143430703,1.452162699,0.002777778,-4.538359208,19.44432169,0.171254366,3.7215106
28.45,102.0334503,52.8566582,64.65134132,49.988108,40.86944444,45.05749605,40.25489191,54.92017176,52.986332
924.425,714.2790154,921.4845152,927.8425516,921.463423,934.9458333,932.0555922,751.1780298,930.5828451,927.3344
81.825,20.05052957,57.7098737,108.5313462,59.20653305,90.30972222,122.6159828,113.738422,89.39448361,54.04362
504.425,381.5337207,438.5133186,449.6839695,430.3646365,470.1277778,393.3093054,354.825657,420.6809994,425.1892
68.125,95.94723282,37.11866455,23.39227053,29.89347447,32.91805556,6.36931779,-21.50699864,31.56978554,28.629818
0,20.05052957,-1.844321578,0.143430703,0.55942125,0,0.061874182,12.95327702,0.059039619,0.3752349
60.9,67.59218843,28.65157142,41.72106164,47.13079824,54.59305556,74.62498986,84.43289763,59.27456734,46.999294
3.175,117.727148,13.4125882,2.013561321,3.035403692,2.691666667,-45.62135648,-8.228467547,2.15626957,-3.0657585
753.475,475.4103705,695.6264746,724.802598,689.4241036,678.6208333,683.1351984,586.0757778,696.3714892,692.2593
0.925,29.4165177,13.76863594,0.880834543,0.768579998,0.781944444,-4.773247809,167.6581889,0.799533478,1.9383425
48.55,241.3118231,52.2343205,38.43559322,34.42947702,42.26388889,24.52574089,141.9988867,40.12071746,33.071568
692.45,415.0351651,403.0653996,390.6027778,491.5657406,319.6138889,664.589198,261.0536021,512.9073793,429.20404
40.225,111.1689499,34.22102365,35.46988577,66.90806011,86.24027778,46.45194663,80.86572041,56.85323426,47.561695
0.45,64.59128828,17.32257729,29.2600287,38.70996477,18.55277778,24.98470061,-11.23814257,27.43633148,28.185287
0.475,64.59128828,0.674369346,0.536855029,2.025651507,0.494444444,-1.924547505,-37.63309265,0.532115273,1.8599701
0.5,20.05052957,4.210663267,0.589094431,0.603509194,0.876388889,1.149397082,-23.76316219,0.747125609,0.7723906
815.4,701.6685114,923.4065099,906.4791346,897.5125668,808.5152778,868.0861781,654.0492008,933.9089769,966.665
0,20.05052957,2.620412994,0.392030568,6.053202528,0.977777778,1.714789174,28.26838573,0.289664439,1.9693114
0.5,13.74849164,-1.013010971,0.589094431,0.696677763,0.493055556,1.636743631,-28.56085545,0.747125609,0.6222192
23.9,106.8164407,21.38734305,35.46988577,44.54683034,40.79027778,75.30817831,151.3472419,39.97070538,43.236565
0.025,20.05052957,1.65516087,0.392030568,0.236423153,0.013888889,-0.855572901,-12.74593616,0.118044726,-0.03842652
295.725,294.8814771,329.101741,394.137616,390.4821157,396.7805556,409.5934286,97.97257244,390.7081451,425.11774
0,20.05052957,9.278807993,3.342494687,0.580092301,0,-6.107660153,50.58427402,2.030607304,1.443455
0.525,13.74849164,0.628315398,0.589094431,-0.263925452,0.465277778,-5.01441018,-13.13708698,0.511580617,0.5669719
233.5,339.4921322,375.5457032,479.0354839,422.6766073,402.2861111,410.8965035,400.8266536,451.836511,424.39273
0.175,20.05052957,8.538843643,0.053595711,-0.039507037,0.154166667,10.75973447,75.62567408,0.089749778,14.223855
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