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1 | 1 | Learner g,Learner m,level,Coverage,CI Length,Bias,repetition |
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 |
| 2 | +LGBM Regr.,LGBM Clas.,0.9,0.931,1.2316532622529917,0.2992448325629738,1000 |
| 3 | +LGBM Regr.,LGBM Clas.,0.95,0.971,1.4676053819640873,0.2992448325629738,1000 |
| 4 | +LGBM Regr.,Logistic,0.9,0.918,0.7686543138837709,0.19130776690526882,1000 |
| 5 | +LGBM Regr.,Logistic,0.95,0.964,0.9159081070123597,0.19130776690526882,1000 |
| 6 | +LassoCV,LGBM Clas.,0.9,0.919,1.085643937942505,0.26276932948403875,1000 |
| 7 | +LassoCV,LGBM Clas.,0.95,0.977,1.2936245411363425,0.26276932948403875,1000 |
| 8 | +LassoCV,Logistic,0.9,0.914,0.6575993935743172,0.15918300885857045,1000 |
| 9 | +LassoCV,Logistic,0.95,0.963,0.7835780075153564,0.15918300885857045,1000 |
| 10 | +LassoCV,RF Clas.,0.9,0.923,0.5880692523443405,0.14216834117620963,1000 |
| 11 | +LassoCV,RF Clas.,0.95,0.968,0.7007277341428199,0.14216834117620963,1000 |
| 12 | +RF Regr.,Logistic,0.9,0.912,0.737241521175503,0.18258213488785877,1000 |
| 13 | +RF Regr.,Logistic,0.95,0.96,0.8784774558266153,0.18258213488785877,1000 |
| 14 | +RF Regr.,RF Clas.,0.9,0.901,0.6169132543509753,0.15312602292680585,1000 |
| 15 | +RF Regr.,RF Clas.,0.95,0.952,0.7350974824150611,0.15312602292680585,1000 |
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