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1 | 1 | Learner g,Learner m,Learner pi,level,Coverage,CI Length,Bias,repetition |
2 | | -LGBM Regr.,LGBM Clas.,LGBM Clas.,0.9,0.903,1.481059324827102,0.37602754989426823,1000 |
3 | | -LGBM Regr.,LGBM Clas.,LGBM Clas.,0.95,0.949,1.7647910355454204,0.37602754989426823,1000 |
4 | | -LGBM Regr.,LGBM Clas.,Logistic,0.9,0.921,2.3407463966423263,0.6320506843624508,1000 |
5 | | -LGBM Regr.,LGBM Clas.,Logistic,0.95,0.97,2.789171364058536,0.6320506843624508,1000 |
6 | | -LGBM Regr.,Logistic,LGBM Clas.,0.9,0.801,1.0973850715933846,0.30960808498975473,1000 |
7 | | -LGBM Regr.,Logistic,LGBM Clas.,0.95,0.888,1.307614964792486,0.30960808498975473,1000 |
8 | | -LassoCV,LGBM Clas.,LGBM Clas.,0.9,0.901,1.4523800778983884,0.3790291564092631,1000 |
9 | | -LassoCV,LGBM Clas.,LGBM Clas.,0.95,0.951,1.7306176050571476,0.3790291564092631,1000 |
10 | | -LassoCV,Logistic,Logistic,0.9,0.86,1.665667090195805,0.4740292503841448,1000 |
11 | | -LassoCV,Logistic,Logistic,0.95,0.919,1.9847647556749581,0.4740292503841448,1000 |
12 | | -LassoCV,RF Clas.,RF Clas.,0.9,0.767,0.6632288612919495,0.20996104153398967,1000 |
13 | | -LassoCV,RF Clas.,RF Clas.,0.95,0.846,0.7902859320369685,0.20996104153398967,1000 |
14 | | -RF Regr.,Logistic,RF Clas.,0.9,0.702,0.7343396895666414,0.2636200794468997,1000 |
15 | | -RF Regr.,Logistic,RF Clas.,0.95,0.805,0.8750197101954067,0.2636200794468997,1000 |
16 | | -RF Regr.,RF Clas.,Logistic,0.9,0.9,1.3848131749906887,0.3741841220064777,1000 |
17 | | -RF Regr.,RF Clas.,Logistic,0.95,0.964,1.6501066744332193,0.3741841220064777,1000 |
18 | | -RF Regr.,RF Clas.,RF Clas.,0.9,0.759,0.6767002671710868,0.21313672406339423,1000 |
19 | | -RF Regr.,RF Clas.,RF Clas.,0.95,0.838,0.8063381022189231,0.21313672406339423,1000 |
| 2 | +LGBM Regr.,LGBM Clas.,LGBM Clas.,0.9,0.894,1.5178763749801094,0.38450773557760864,1000 |
| 3 | +LGBM Regr.,LGBM Clas.,LGBM Clas.,0.95,0.953,1.8086612566608633,0.38450773557760864,1000 |
| 4 | +LGBM Regr.,LGBM Clas.,Logistic,0.9,0.927,2.0272591738127477,0.5256961421194926,1000 |
| 5 | +LGBM Regr.,LGBM Clas.,Logistic,0.95,0.967,2.4156282984070265,0.5256961421194926,1000 |
| 6 | +LGBM Regr.,Logistic,LGBM Clas.,0.9,0.817,1.1198920754331765,0.3135532959105554,1000 |
| 7 | +LGBM Regr.,Logistic,LGBM Clas.,0.95,0.897,1.3344337140131413,0.3135532959105554,1000 |
| 8 | +LassoCV,LGBM Clas.,LGBM Clas.,0.9,0.875,1.4741185507565766,0.38203646823601195,1000 |
| 9 | +LassoCV,LGBM Clas.,LGBM Clas.,0.95,0.947,1.7565205931302663,0.38203646823601195,1000 |
| 10 | +LassoCV,Logistic,Logistic,0.9,0.867,1.7433117258806798,0.47873193386127033,1000 |
| 11 | +LassoCV,Logistic,Logistic,0.95,0.92,2.077284045562859,0.47873193386127033,1000 |
| 12 | +LassoCV,RF Clas.,RF Clas.,0.9,0.771,0.6586361648599308,0.20438857392516385,1000 |
| 13 | +LassoCV,RF Clas.,RF Clas.,0.95,0.851,0.7848133966993618,0.20438857392516385,1000 |
| 14 | +RF Regr.,Logistic,RF Clas.,0.9,0.727,0.7431109071370045,0.2591017476304121,1000 |
| 15 | +RF Regr.,Logistic,RF Clas.,0.95,0.823,0.8854712605685171,0.2591017476304121,1000 |
| 16 | +RF Regr.,RF Clas.,Logistic,0.9,0.905,1.4934904960565314,0.39775667461813907,1000 |
| 17 | +RF Regr.,RF Clas.,Logistic,0.95,0.953,1.779603689690512,0.39775667461813907,1000 |
| 18 | +RF Regr.,RF Clas.,RF Clas.,0.9,0.757,0.64946265840171,0.21125350705787166,1000 |
| 19 | +RF Regr.,RF Clas.,RF Clas.,0.95,0.829,0.7738824895502671,0.21125350705787166,1000 |
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