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1 | 1 | Learner g,Learner m,level,Coverage,CI Length,Bias,repetition |
2 | | -LGBM Regr.,LGBM Clas.,0.9,0.929,1.4473786736685832,0.3373613664530304,1000 |
3 | | -LGBM Regr.,LGBM Clas.,0.95,0.979,1.7246580643406204,0.3373613664530304,1000 |
4 | | -LGBM Regr.,Logistic,0.9,0.889,0.8389047954622636,0.21725546577056573,1000 |
5 | | -LGBM Regr.,Logistic,0.95,0.951,0.9996167188513524,0.21725546577056573,1000 |
6 | | -LassoCV,LGBM Clas.,0.9,0.915,1.3683067740446384,0.33736290758652415,1000 |
7 | | -LassoCV,LGBM Clas.,0.95,0.961,1.6304380845729798,0.33736290758652415,1000 |
8 | | -LassoCV,Logistic,0.9,0.889,0.7878378087583325,0.20635919443627296,1000 |
9 | | -LassoCV,Logistic,0.95,0.949,0.9387666510406417,0.20635919443627296,1000 |
10 | | -LassoCV,RF Clas.,0.9,0.898,0.577413813407202,0.14935353360568673,1000 |
11 | | -LassoCV,RF Clas.,0.95,0.946,0.6880309955309085,0.14935353360568673,1000 |
12 | | -RF Regr.,Logistic,0.9,0.886,0.8121231811390474,0.21168816957084619,1000 |
13 | | -RF Regr.,Logistic,0.95,0.951,0.9677044570784729,0.21168816957084619,1000 |
14 | | -RF Regr.,RF Clas.,0.9,0.882,0.5936731847885253,0.154203377470952,1000 |
15 | | -RF Regr.,RF Clas.,0.95,0.937,0.7074052315094118,0.154203377470952,1000 |
| 2 | +LGBM Regr.,LGBM Clas.,0.9,0.929,1.5129808992585232,0.3494762511606464,1000 |
| 3 | +LGBM Regr.,LGBM Clas.,0.95,0.975,1.802827937547063,0.3494762511606464,1000 |
| 4 | +LGBM Regr.,Logistic,0.9,0.897,0.8665295499675973,0.21830700047216328,1000 |
| 5 | +LGBM Regr.,Logistic,0.95,0.946,1.0325336441175617,0.21830700047216328,1000 |
| 6 | +LassoCV,LGBM Clas.,0.9,0.916,1.3734552128644464,0.3386570485257962,1000 |
| 7 | +LassoCV,LGBM Clas.,0.95,0.974,1.6365728278097587,0.3386570485257962,1000 |
| 8 | +LassoCV,Logistic,0.9,0.903,0.8185274172270134,0.2143949995500193,1000 |
| 9 | +LassoCV,Logistic,0.95,0.96,0.9753355750547081,0.2143949995500193,1000 |
| 10 | +LassoCV,RF Clas.,0.9,0.884,0.5768241077018054,0.15075762219708613,1000 |
| 11 | +LassoCV,RF Clas.,0.95,0.944,0.6873283178426831,0.15075762219708613,1000 |
| 12 | +RF Regr.,Logistic,0.9,0.896,0.8425822825234105,0.2141783904054886,1000 |
| 13 | +RF Regr.,Logistic,0.95,0.94,1.0039987149605252,0.2141783904054886,1000 |
| 14 | +RF Regr.,RF Clas.,0.9,0.873,0.5972373860549938,0.1572551056347038,1000 |
| 15 | +RF Regr.,RF Clas.,0.95,0.935,0.7116522392683193,0.1572551056347038,1000 |
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