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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.,0.9,0.89,1.5301470087049076,0.3770578639809072,1000 |
3 | | -LGBM Regr.,LGBM Clas.,LGBM Clas.,0.95,0.942,1.823282618570531,0.3770578639809072,1000 |
4 | | -LGBM Regr.,LGBM Clas.,Logistic,0.9,0.929,2.4676110419059616,0.6723444365149791,1000 |
5 | | -LGBM Regr.,LGBM Clas.,Logistic,0.95,0.969,2.9403399127694723,0.6723444365149791,1000 |
6 | | -LGBM Regr.,Logistic,LGBM Clas.,0.9,0.809,1.0997736728076188,0.32081226177381494,1000 |
7 | | -LGBM Regr.,Logistic,LGBM Clas.,0.95,0.895,1.310461158688781,0.32081226177381494,1000 |
8 | | -LassoCV,LGBM Clas.,LGBM Clas.,0.9,0.902,1.4984436991476344,0.3690107638339736,1000 |
9 | | -LassoCV,LGBM Clas.,LGBM Clas.,0.95,0.961,1.785505795207747,0.3690107638339736,1000 |
10 | | -LassoCV,Logistic,Logistic,0.9,0.84,3.803087791117463,1.1219550707748396,1000 |
11 | | -LassoCV,Logistic,Logistic,0.95,0.916,4.531658609920874,1.1219550707748396,1000 |
12 | | -LassoCV,RF Clas.,RF Clas.,0.9,0.76,0.6487741040070446,0.20425601204335075,1000 |
13 | | -LassoCV,RF Clas.,RF Clas.,0.95,0.854,0.773062026383923,0.20425601204335075,1000 |
14 | | -RF Regr.,Logistic,RF Clas.,0.9,0.711,0.7424019979703704,0.26224742985370675,1000 |
15 | | -RF Regr.,Logistic,RF Clas.,0.95,0.816,0.8846265431954046,0.26224742985370675,1000 |
16 | | -RF Regr.,RF Clas.,Logistic,0.9,0.898,1.5259930175436052,0.4120022228090046,1000 |
17 | | -RF Regr.,RF Clas.,Logistic,0.95,0.958,1.818332832805496,0.4120022228090046,1000 |
18 | | -RF Regr.,RF Clas.,RF Clas.,0.9,0.759,0.6647246082851119,0.21200753632780625,1000 |
19 | | -RF Regr.,RF Clas.,RF Clas.,0.95,0.835,0.7920682245088012,0.21200753632780625,1000 |
| 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 |
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