parecequesijoder

data/.~lock.final_merge.csv#

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-,die,hoyganelpese,20.05.2024 09:59,file:///home/die/.config/libreoffice/4;

results/customStudy/DHPAAFamily/df_pred-test_lgbm_DHPAA.GG_plasm_post_DHPAA.GG_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_lgbm_DHPAA.GG_urine_post_DHPAA.GG_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_lgbm_DHPAA.GS_plasm_post_DHPAA.GS_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_lgbm_DHPAA.GS_urine_post_DHPAA.GS_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_lgbm_DHPAA.G_plasm_post_DHPAA.G_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_lgbm_DHPAA.G_urine_post_DHPAA.G_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_lgbm_DHPAA.SS_plasm_post_DHPAA.SS_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_lgbm_DHPAA.SS_urine_post_DHPAA.SS_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_lgbm_DHPAA_plasm_post_DHPAA_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_lgbm_DHPAA_urine_post_DHPAA_urine_post.csv

@@ -1,29 +1,29 @@
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results/customStudy/DHPAAFamily/df_pred-test_lgbm_Total.DHPAA_plasm_post_Total.DHPAA_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_lgbm_Total.DHPAA_urine_post_Total.DHPAA_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_DHPAA.GG_plasm_post_DHPAA.GG_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_DHPAA.GG_urine_post_DHPAA.GG_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_DHPAA.GS_plasm_post_DHPAA.GS_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_DHPAA.GS_urine_post_DHPAA.GS_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_DHPAA.G_plasm_post_DHPAA.G_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_DHPAA.G_urine_post_DHPAA.G_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_DHPAA.SS_plasm_post_DHPAA.SS_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_DHPAA.SS_urine_post_DHPAA.SS_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_DHPAA_plasm_post_DHPAA_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_DHPAA_urine_post_DHPAA_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_Total.DHPAA_plasm_post_Total.DHPAA_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_rf_Total.DHPAA_urine_post_Total.DHPAA_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_xgb_DHPAA.GG_plasm_post_DHPAA.GG_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_xgb_DHPAA.GG_urine_post_DHPAA.GG_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_xgb_DHPAA.GS_plasm_post_DHPAA.GS_plasm_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_xgb_DHPAA.GS_urine_post_DHPAA.GS_urine_post.csv

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results/customStudy/DHPAAFamily/df_pred-test_xgb_DHPAA.G_plasm_post_DHPAA.G_plasm_post.csv

@@ -1,29 +1,29 @@
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results/customStudy/DHPAAFamily/df_pred-test_xgb_DHPAA.G_urine_post_DHPAA.G_urine_post.csv

@@ -1,29 +1,29 @@
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results/customStudy/DHPAAFamily/df_pred-test_xgb_DHPAA.SS_plasm_post_DHPAA.SS_plasm_post.csv

@@ -1,29 +1,29 @@
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results/customStudy/DHPAAFamily/df_pred-test_xgb_DHPAA.SS_urine_post_DHPAA.SS_urine_post.csv

@@ -1,29 +1,29 @@
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results/customStudy/DHPAAFamily/df_pred-test_xgb_DHPAA_plasm_post_DHPAA_plasm_post.csv

@@ -1,29 +1,29 @@
 ;DHPAA_plasm_post_pred;DHPAA_plasm_post_test
-135;0.46278548;0.22595033049583435
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results/customStudy/DHPAAFamily/df_pred-test_xgb_DHPAA_urine_post_DHPAA_urine_post.csv

@@ -1,29 +1,29 @@
 ;DHPAA_urine_post_pred;DHPAA_urine_post_test
-135;0.043814752;0.03712406
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results/customStudy/DHPAAFamily/df_pred-test_xgb_Total.DHPAA_plasm_post_Total.DHPAA_plasm_post.csv

@@ -1,29 +1,29 @@
 ;Total.DHPAA_plasm_post_pred;Total.DHPAA_plasm_post_test
-135;0.2709872;0.4888354539871216
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+60;0.13792408;0.109188683656769

results/customStudy/DHPAAFamily/df_pred-test_xgb_Total.DHPAA_urine_post_Total.DHPAA_urine_post.csv

@@ -1,29 +1,29 @@
 ;Total.DHPAA_urine_post_pred;Total.DHPAA_urine_post_test
-135;0.022023737;0.021680915
-66;0.036643416;0.035791534
-31;0.09905075;0.116489855
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results/customStudy/DHPAAFamily/metrics_DHPAA.GG_plasm_post_lgbm_DHPAA.GG_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GG_plasm_post
 method;lgbm_DHPAA.GG_plasm_post
-r2;0.8008155669862349
-mae;0.03910420900272478
-mse;0.003965778321364112
-mape;0.40213025773910976
-ev;0.8210577977394902
+r2;0.8199663914815158
+mae;0.03558090824388701
+mse;0.0035844838423202325
+mape;0.3587630815426204
+ev;0.8410925638663879

results/customStudy/DHPAAFamily/metrics_DHPAA.GG_plasm_post_rf_DHPAA.GG_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GG_plasm_post
 method;rf_DHPAA.GG_plasm_post
-r2;0.8754673851107384
-mae;0.04002686989137235
-mse;0.0024794545284394258
-mape;0.6481515462527787
-ev;0.895976537602364
+r2;0.8701425848652342
+mae;0.03880622193484192
+mse;0.002585471736007827
+mape;0.6313339016656813
+ev;0.8986759997142914

results/customStudy/DHPAAFamily/metrics_DHPAA.GG_plasm_post_xgb_DHPAA.GG_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GG_plasm_post
 method;xgb_DHPAA.GG_plasm_post
-r2;0.982407393932425
-mae;0.011321044678120935
-mse;0.0003502702229459177
-mape;0.11898861664153947
-ev;0.9828127477415772
+r2;0.9680481930404283
+mae;0.013305832601183117
+mse;0.0006361630848929005
+mape;0.1360882855462746
+ev;0.9684886227326744

results/customStudy/DHPAAFamily/metrics_DHPAA.GG_urine_post_lgbm_DHPAA.GG_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GG_urine_post
 method;lgbm_DHPAA.GG_urine_post
-r2;0.7054909316621603
-mae;0.013696935923344483
-mse;0.00027324580445590784
-mape;0.5357706155593387
-ev;0.7058127748562504
+r2;0.7192883434456698
+mae;0.01336664181502505
+mse;0.00026044455217708257
+mape;0.5238073137446568
+ev;0.7194644444777436

results/customStudy/DHPAAFamily/metrics_DHPAA.GG_urine_post_rf_DHPAA.GG_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GG_urine_post
 method;rf_DHPAA.GG_urine_post
-r2;0.7070609067381031
-mae;0.015122447273365829
-mse;0.0002717891800299679
-mape;0.6466128325019607
-ev;0.7071032116840832
+r2;0.7807895330398471
+mae;0.012014932670092059
+mse;0.0002033836877340942
+mape;0.500773957221993
+ev;0.7809418010785917

results/customStudy/DHPAAFamily/metrics_DHPAA.GG_urine_post_xgb_DHPAA.GG_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GG_urine_post
 method;xgb_DHPAA.GG_urine_post
-r2;0.7546483472229046
-mae;0.012177299841991646
-mse;0.0002276375057516362
-mape;0.46346827646593447
-ev;0.7588707455507291
+r2;0.7383413170707267
+mae;0.011272991286120995
+mse;0.00024276718443136765
+mape;0.3830254017273405
+ev;0.7448803975941903

results/customStudy/DHPAAFamily/metrics_DHPAA.GS_plasm_post_lgbm_DHPAA.GS_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GS_plasm_post
 method;lgbm_DHPAA.GS_plasm_post
-r2;0.8484906846657522
-mae;0.03509529842962732
-mse;0.002122942420322901
-mape;0.3780030072925558
-ev;0.8683731150701391
+r2;0.8762758652927114
+mae;0.032186943830369644
+mse;0.0017336175891785265
+mape;0.36588793867422403
+ev;0.8953509309267466

results/customStudy/DHPAAFamily/metrics_DHPAA.GS_plasm_post_rf_DHPAA.GS_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GS_plasm_post
 method;rf_DHPAA.GS_plasm_post
-r2;0.4900681033545947
-mae;0.07527078491891048
-mse;0.007145145184479217
-mape;0.901516219693215
-ev;0.4971181871210415
+r2;0.6542274597591808
+mae;0.06022225599944721
+mse;0.004844950898501705
+mape;0.7800737429566654
+ev;0.6723595150840811

results/customStudy/DHPAAFamily/metrics_DHPAA.GS_plasm_post_xgb_DHPAA.GS_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GS_plasm_post
 method;xgb_DHPAA.GS_plasm_post
-r2;0.9024492985082828
-mae;0.0201131313409298
-mse;0.0013668764978057445
-mape;0.15626724682306956
-ev;0.915546005858315
+r2;0.885660794884419
+mae;0.02533925089268314
+mse;0.0016021163339717055
+mape;0.225409862690464
+ev;0.8958818778156297

results/customStudy/DHPAAFamily/metrics_DHPAA.GS_urine_post_lgbm_DHPAA.GS_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GS_urine_post
 method;lgbm_DHPAA.GS_urine_post
-r2;0.8815178296079402
-mae;0.02677587557835345
-mse;0.0011807329201449384
-mape;0.41181049233079126
-ev;0.8816653944336492
+r2;0.8937195480079427
+mae;0.026896364890496505
+mse;0.001059136813747256
+mape;0.41712939681526534
+ev;0.8938029849521852

results/customStudy/DHPAAFamily/metrics_DHPAA.GS_urine_post_rf_DHPAA.GS_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GS_urine_post
 method;rf_DHPAA.GS_urine_post
-r2;0.7996035953795142
-mae;0.03746485284090167
-mse;0.0019970484270429097
-mape;0.7810707737130373
-ev;0.8366099409083045
+r2;0.889665927782423
+mae;0.026696846812759256
+mse;0.0010995331267975553
+mape;0.6074369793458604
+ev;0.9261232564121391

results/customStudy/DHPAAFamily/metrics_DHPAA.GS_urine_post_xgb_DHPAA.GS_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.GS_urine_post
 method;xgb_DHPAA.GS_urine_post
-r2;0.9367603826855128
-mae;0.01778587904376498
-mse;0.0006302137931260163
-mape;0.25322403373893304
-ev;0.9374896017620498
+r2;0.9405756158435797
+mae;0.01756541540757927
+mse;0.0005921931240848272
+mape;0.26911105162549415
+ev;0.9406415057286581

results/customStudy/DHPAAFamily/metrics_DHPAA.G_plasm_post_lgbm_DHPAA.G_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.G_plasm_post
 method;lgbm_DHPAA.G_plasm_post
-r2;0.847360177787617
-mae;0.04031206423713867
-mse;0.0036480275510725846
-mape;0.21925368573122767
-ev;0.8637465946910003
+r2;0.8540074238610951
+mae;0.03671347365046679
+mse;0.0034891611657261287
+mape;0.16733334715876905
+ev;0.8681709298632949

results/customStudy/DHPAAFamily/metrics_DHPAA.G_plasm_post_rf_DHPAA.G_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.G_plasm_post
 method;rf_DHPAA.G_plasm_post
-r2;0.739784333823962
-mae;0.058641515086022944
-mse;0.006219044975760478
-mape;0.4490585765716503
-ev;0.7630921565862406
+r2;0.9282146840997028
+mae;0.02361368799531366
+mse;0.0017156388573511352
+mape;0.12547160910580038
+ev;0.9326689803571171

results/customStudy/DHPAAFamily/metrics_DHPAA.G_plasm_post_xgb_DHPAA.G_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.G_plasm_post
 method;xgb_DHPAA.G_plasm_post
-r2;0.9810479038554784
-mae;0.012952977499621621
-mse;0.00045294712666523585
-mape;0.07733760703875447
-ev;0.9816448074322622
+r2;0.9892583867501975
+mae;0.0094087891938056
+mse;0.0002567200387833443
+mape;0.059342433443410704
+ev;0.9895624950004365

results/customStudy/DHPAAFamily/metrics_DHPAA.G_urine_post_lgbm_DHPAA.G_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.G_urine_post
 method;lgbm_DHPAA.G_urine_post
-r2;0.8621665671294712
-mae;0.015130547937611384
-mse;0.0008244691235145425
-mape;0.3517444158295319
-ev;0.8630493286294332
+r2;0.8621601918945079
+mae;0.015127241704636014
+mse;0.0008245072578356063
+mape;0.35174338209260314
+ev;0.8630401574664412

results/customStudy/DHPAAFamily/metrics_DHPAA.G_urine_post_rf_DHPAA.G_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.G_urine_post
 method;rf_DHPAA.G_urine_post
-r2;0.866825018533218
-mae;0.014616472157475286
-mse;0.0007966039730514468
-mape;0.4184369655184789
-ev;0.867225848892489
+r2;0.8320042574660886
+mae;0.021177368285628415
+mse;0.0010048890150709145
+mape;0.6713954791201031
+ev;0.8320221157887443

results/customStudy/DHPAAFamily/metrics_DHPAA.G_urine_post_xgb_DHPAA.G_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.G_urine_post
 method;xgb_DHPAA.G_urine_post
-r2;0.9780126677949694
-mae;0.006680788423621212
-mse;0.0001315201699179377
-mape;0.08827295022883053
-ev;0.9786124628702128
+r2;0.9763474114290441
+mae;0.00716846392120391
+mse;0.00014148112371447524
+mape;0.07817546174695678
+ev;0.9763877801006775

results/customStudy/DHPAAFamily/metrics_DHPAA.SS_plasm_post_lgbm_DHPAA.SS_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.SS_plasm_post
 method;lgbm_DHPAA.SS_plasm_post
-r2;0.6348716416878355
-mae;0.03657050376553684
-mse;0.0026768637833117378
-mape;0.25514874101045193
-ev;0.6352192064159953
+r2;0.6344870230593779
+mae;0.036546854465517385
+mse;0.002679683536019155
+mape;0.2540125878639254
+ev;0.6348085038780434

results/customStudy/DHPAAFamily/metrics_DHPAA.SS_plasm_post_rf_DHPAA.SS_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.SS_plasm_post
 method;rf_DHPAA.SS_plasm_post
-r2;0.5948180920780525
-mae;0.041342566961736514
-mse;0.0029705081795978324
-mape;0.37305398973165643
-ev;0.5952822161320732
+r2;0.5481812226841482
+mae;0.04465449823646743
+mse;0.0033124168366648094
+mape;0.39828170899741855
+ev;0.5481972781600375

results/customStudy/DHPAAFamily/metrics_DHPAA.SS_plasm_post_xgb_DHPAA.SS_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.SS_plasm_post
 method;xgb_DHPAA.SS_plasm_post
-r2;0.6275701680687737
-mae;0.035989574736354606
-mse;0.002730393041860762
-mape;0.21594606738886646
-ev;0.6682006268106035
+r2;0.6005553334686635
+mae;0.03835842736554784
+mse;0.0029284467692882185
+mape;0.2273494154734266
+ev;0.6335483084514615

results/customStudy/DHPAAFamily/metrics_DHPAA.SS_urine_post_lgbm_DHPAA.SS_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.SS_urine_post
 method;lgbm_DHPAA.SS_urine_post
-r2;0.9089527414440917
-mae;0.006322776551370747
-mse;7.159016372431583e-05
-mape;0.1464260023004271
-ev;0.9090305918035149
+r2;0.9093872127620249
+mae;0.006151996714692551
+mse;7.124854033798114e-05
+mape;0.14428673994485688
+ev;0.9095002654662323

results/customStudy/DHPAAFamily/metrics_DHPAA.SS_urine_post_rf_DHPAA.SS_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.SS_urine_post
 method;rf_DHPAA.SS_urine_post
-r2;0.9187681435710467
-mae;0.006161983735950943
-mse;6.387234490764909e-05
-mape;0.1427395255007687
-ev;0.9216609198924035
+r2;0.9455166810310828
+mae;0.005587991135466956
+mse;4.2840056769351166e-05
+mape;0.15856296359888544
+ev;0.9489919382902909

results/customStudy/DHPAAFamily/metrics_DHPAA.SS_urine_post_xgb_DHPAA.SS_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA.SS_urine_post
 method;xgb_DHPAA.SS_urine_post
-r2;0.8983083873809511
-mae;0.004921809955974937
-mse;7.995978475636355e-05
-mape;0.11163759466159326
-ev;0.8992562814990578
+r2;0.9095931576302233
+mae;0.004783181989698239
+mse;7.108660655692776e-05
+mape;0.1029824038527704
+ev;0.90991480017915

results/customStudy/DHPAAFamily/metrics_DHPAA_plasm_post_lgbm_DHPAA_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA_plasm_post
 method;lgbm_DHPAA_plasm_post
-r2;0.7410021654554564
-mae;0.06840987372921979
-mse;0.013186269093251763
-mape;0.23340646929652184
-ev;0.7414968972910916
+r2;0.7455072504170839
+mae;0.06718666360505351
+mse;0.012956903227330733
+mape;0.22965844297874763
+ev;0.7460308265905375

results/customStudy/DHPAAFamily/metrics_DHPAA_plasm_post_rf_DHPAA_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA_plasm_post
 method;rf_DHPAA_plasm_post
-r2;0.8180889137697566
-mae;0.06293807545143502
-mse;0.009261577566067145
-mape;0.23920526566701245
-ev;0.8181514640327635
+r2;0.6694761586001894
+mae;0.09237607276082146
+mse;0.0168278484725462
+mape;0.35798851852427005
+ev;0.671809957865076

results/customStudy/DHPAAFamily/metrics_DHPAA_plasm_post_xgb_DHPAA_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA_plasm_post
 method;xgb_DHPAA_plasm_post
-r2;0.8969745596038031
-mae;0.03988712200096674
-mse;0.005245299378290277
-mape;0.1545368060721109
-ev;0.8980694240323047
+r2;0.8678491013940448
+mae;0.043658595745052604
+mse;0.006728153974713866
+mape;0.1706702623373372
+ev;0.8704150951288673

results/customStudy/DHPAAFamily/metrics_DHPAA_urine_post_lgbm_DHPAA_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA_urine_post
 method;lgbm_DHPAA_urine_post
-r2;0.7906212466383108
-mae;0.032589135476233
-mse;0.0038338701936473612
-mape;0.3307328478107484
-ev;0.7954800409923167
+r2;0.8008077104881949
+mae;0.032358079806455595
+mse;0.003647348975492651
+mape;0.3263777587741227
+ev;0.8049961530950287

results/customStudy/DHPAAFamily/metrics_DHPAA_urine_post_rf_DHPAA_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA_urine_post
 method;rf_DHPAA_urine_post
-r2;0.840738779446201
-mae;0.03597266022689562
-mse;0.002916183407732667
-mape;0.6014357705242165
-ev;0.8407992384002864
+r2;0.5378256822891687
+mae;0.05756324499570252
+mse;0.008462732309232843
+mape;0.966415562906548
+ev;0.539342726212517

results/customStudy/DHPAAFamily/metrics_DHPAA_urine_post_xgb_DHPAA_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;DHPAA_urine_post
 method;xgb_DHPAA_urine_post
-r2;0.9331051862683601
-mae;0.017964101197774408
-mse;0.001224890435909208
-mape;0.1294175905104474
-ev;0.9407015254810854
+r2;0.9164453388382107
+mae;0.01952748931875051
+mse;0.0015299437971871225
+mape;0.11560401764644303
+ev;0.9217176418837149

results/customStudy/DHPAAFamily/metrics_Total.DHPAA_plasm_post_lgbm_Total.DHPAA_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;Total.DHPAA_plasm_post
 method;lgbm_Total.DHPAA_plasm_post
-r2;0.7644776297160482
-mae;0.06581277708504615
-mse;0.01024803104062108
-mape;0.3391164601064815
-ev;0.7645079221492418
+r2;0.7707812953437809
+mae;0.06569267560067495
+mse;0.009973746432561057
+mape;0.3333560576627254
+ev;0.7707818752216669

results/customStudy/DHPAAFamily/metrics_Total.DHPAA_plasm_post_rf_Total.DHPAA_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;Total.DHPAA_plasm_post
 method;rf_Total.DHPAA_plasm_post
-r2;0.6258629688789642
-mae;0.08485724783740398
-mse;0.01627942137195553
-mape;0.4558461132956961
-ev;0.6291554745327763
+r2;0.8760946070740653
+mae;0.03626369457535049
+mse;0.005391361811085899
+mape;0.19345674603291663
+ev;0.8760970167752667

results/customStudy/DHPAAFamily/metrics_Total.DHPAA_plasm_post_xgb_Total.DHPAA_plasm_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;Total.DHPAA_plasm_post
 method;xgb_Total.DHPAA_plasm_post
-r2;0.8327501871632398
-mae;0.04427080453208655
-mse;0.007277360835927241
-mape;0.21624756702237172
-ev;0.8367402453629402
+r2;0.8648953518716379
+mae;0.03851955802751906
+mse;0.005878662931603425
+mape;0.18877100489023366
+ev;0.8670502847963806

results/customStudy/DHPAAFamily/metrics_Total.DHPAA_urine_post_lgbm_Total.DHPAA_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;Total.DHPAA_urine_post
 method;lgbm_Total.DHPAA_urine_post
-r2;0.8256695758324675
-mae;0.014359120789622886
-mse;0.0011228231090598267
-mape;0.13652672689089373
-ev;0.8316589738542565
+r2;0.8447656140444368
+mae;0.013473199429975824
+mse;0.0009998298157303544
+mape;0.12069618113326343
+ev;0.850128746669945

results/customStudy/DHPAAFamily/metrics_Total.DHPAA_urine_post_rf_Total.DHPAA_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;Total.DHPAA_urine_post
 method;rf_Total.DHPAA_urine_post
-r2;0.9097611706260738
-mae;0.012419275905616835
-mse;0.0005812080331897763
-mape;0.20667952963596337
-ev;0.9102015743481595
+r2;0.9849040295389562
+mae;0.006150460523614132
+mse;9.722975532403585e-05
+mape;0.10825828138343892
+ev;0.9877442130236447

results/customStudy/DHPAAFamily/metrics_Total.DHPAA_urine_post_xgb_Total.DHPAA_urine_post.csv

@@ -1,8 +1,8 @@
 index;Value
 target;Total.DHPAA_urine_post
 method;xgb_Total.DHPAA_urine_post
-r2;0.9848183577716533
-mae;0.005420731800442765
-mse;9.778154793614591e-05
-mape;0.05385295145156755
-ev;0.9848214301467468
+r2;0.9953087394554644
+mae;0.0034174819539259152
+mse;3.0215355553561167e-05
+mape;0.047031456527839535
+ev;0.995826751428987