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1 | 1 | Learner g,Learner m,level,Coverage,CI Length,Bias,repetition |
2 | | -LGBM Regr.,LGBM Clas.,0.9,0.928,1.1983115160037485,0.2840471834602478,1000 |
3 | | -LGBM Regr.,LGBM Clas.,0.95,0.98,1.4278762408664047,0.2840471834602478,1000 |
4 | | -LGBM Regr.,Logistic,0.9,0.928,0.771069826261061,0.1773323727171827,1000 |
5 | | -LGBM Regr.,Logistic,0.95,0.97,0.9187863675372636,0.1773323727171827,1000 |
6 | | -LassoCV,LGBM Clas.,0.9,0.943,1.0988039710069317,0.25576093311987325,1000 |
7 | | -LassoCV,LGBM Clas.,0.95,0.979,1.3093056877253173,0.25576093311987325,1000 |
8 | | -LassoCV,Logistic,0.9,0.927,0.6575776853999991,0.1495642781049785,1000 |
9 | | -LassoCV,Logistic,0.95,0.968,0.7835521406302206,0.1495642781049785,1000 |
10 | | -LassoCV,RF Clas.,0.9,0.926,0.5837441390355065,0.13723792736069168,1000 |
11 | | -LassoCV,RF Clas.,0.95,0.962,0.6955740437624297,0.13723792736069168,1000 |
12 | | -RF Regr.,Logistic,0.9,0.918,0.743232966143666,0.1705153153049291,1000 |
13 | | -RF Regr.,Logistic,0.95,0.968,0.8856167028456445,0.1705153153049291,1000 |
14 | | -RF Regr.,RF Clas.,0.9,0.905,0.6164614614548363,0.14356423385388378,1000 |
15 | | -RF Regr.,RF Clas.,0.95,0.951,0.7345591379749272,0.14356423385388378,1000 |
| 2 | +LGBM Regr.,LGBM Clas.,0.9,0.931,1.2080355246306695,0.2860783963960894,1000 |
| 3 | +LGBM Regr.,LGBM Clas.,0.95,0.978,1.4394631118084988,0.2860783963960894,1000 |
| 4 | +LGBM Regr.,Logistic,0.9,0.913,0.7728307106222837,0.19455600487602173,1000 |
| 5 | +LGBM Regr.,Logistic,0.95,0.97,0.920884590669332,0.19455600487602173,1000 |
| 6 | +LassoCV,LGBM Clas.,0.9,0.92,1.1003887936231362,0.25860854058964594,1000 |
| 7 | +LassoCV,LGBM Clas.,0.95,0.972,1.3111941203485913,0.25860854058964594,1000 |
| 8 | +LassoCV,Logistic,0.9,0.9,0.6549601688327414,0.1653729067630603,1000 |
| 9 | +LassoCV,Logistic,0.95,0.95,0.7804331772667328,0.1653729067630603,1000 |
| 10 | +LassoCV,RF Clas.,0.9,0.903,0.6018263796986386,0.14720572978308205,1000 |
| 11 | +LassoCV,RF Clas.,0.95,0.949,0.7171203624614432,0.14720572978308205,1000 |
| 12 | +RF Regr.,Logistic,0.9,0.911,0.733375696800298,0.1843476916310545,1000 |
| 13 | +RF Regr.,Logistic,0.95,0.955,0.8738710419659472,0.1843476916310545,1000 |
| 14 | +RF Regr.,RF Clas.,0.9,0.885,0.6190925784677545,0.1539369305670702,1000 |
| 15 | +RF Regr.,RF Clas.,0.95,0.944,0.7376943072689804,0.1539369305670702,1000 |
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