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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.,0.9,0.961,1.099744720107085,0.23879351817688696,1000 |
3 | | -LGBM Regr.,LGBM Clas.,LGBM Clas.,0.95,0.989,1.310426659418225,0.23879351817688696,1000 |
4 | | -LGBM Regr.,LGBM Clas.,Logistic,0.9,0.954,0.9376788712007889,0.2071243110281803,1000 |
5 | | -LGBM Regr.,LGBM Clas.,Logistic,0.95,0.985,1.1173132894650808,0.2071243110281803,1000 |
6 | | -LGBM Regr.,Logistic,LGBM Clas.,0.9,0.946,0.7825401174653722,0.1661015304067069,1000 |
7 | | -LGBM Regr.,Logistic,LGBM Clas.,0.95,0.985,0.9324540625128358,0.1661015304067069,1000 |
8 | | -LassoCV,LGBM Clas.,LGBM Clas.,0.9,0.952,1.0334523729357563,0.21861638917209628,1000 |
9 | | -LassoCV,LGBM Clas.,LGBM Clas.,0.95,0.984,1.2314344556272774,0.21861638917209628,1000 |
10 | | -LassoCV,Logistic,Logistic,0.9,0.934,0.5897223415076497,0.13227237497121175,1000 |
11 | | -LassoCV,Logistic,Logistic,0.95,0.974,0.7026975113741984,0.13227237497121175,1000 |
12 | | -LassoCV,RF Clas.,RF Clas.,0.9,0.938,0.5150861645399253,0.11241955689454874,1000 |
13 | | -LassoCV,RF Clas.,RF Clas.,0.95,0.976,0.6137630211535599,0.11241955689454874,1000 |
14 | | -RF Regr.,Logistic,RF Clas.,0.9,0.93,0.5750069155584657,0.13119995868541565,1000 |
15 | | -RF Regr.,Logistic,RF Clas.,0.95,0.97,0.6851629998498987,0.13119995868541565,1000 |
16 | | -RF Regr.,RF Clas.,Logistic,0.9,0.932,0.5561984627007869,0.12247623339858656,1000 |
17 | | -RF Regr.,RF Clas.,Logistic,0.95,0.963,0.6627513459483337,0.12247623339858656,1000 |
18 | | -RF Regr.,RF Clas.,RF Clas.,0.9,0.928,0.5232206377007457,0.11739694066484004,1000 |
19 | | -RF Regr.,RF Clas.,RF Clas.,0.95,0.967,0.6234558437653592,0.11739694066484004,1000 |
| 2 | +LGBM Regr.,LGBM Clas.,LGBM Clas.,0.9,0.932,1.1096490607618295,0.2537753697730454,1000 |
| 3 | +LGBM Regr.,LGBM Clas.,LGBM Clas.,0.95,0.973,1.3222284092249192,0.2537753697730454,1000 |
| 4 | +LGBM Regr.,LGBM Clas.,Logistic,0.9,0.927,0.9202034782128122,0.21795635797590815,1000 |
| 5 | +LGBM Regr.,LGBM Clas.,Logistic,0.95,0.98,1.0964900743711041,0.21795635797590815,1000 |
| 6 | +LGBM Regr.,Logistic,LGBM Clas.,0.9,0.925,0.7859610293391193,0.17778968043589227,1000 |
| 7 | +LGBM Regr.,Logistic,LGBM Clas.,0.95,0.97,0.9365303304293047,0.17778968043589227,1000 |
| 8 | +LassoCV,LGBM Clas.,LGBM Clas.,0.9,0.937,1.06664811597998,0.24252593303321004,1000 |
| 9 | +LassoCV,LGBM Clas.,LGBM Clas.,0.95,0.978,1.2709896231757172,0.24252593303321004,1000 |
| 10 | +LassoCV,Logistic,Logistic,0.9,0.929,0.5870360234747519,0.1352163741591098,1000 |
| 11 | +LassoCV,Logistic,Logistic,0.95,0.966,0.6994965660078569,0.1352163741591098,1000 |
| 12 | +LassoCV,RF Clas.,RF Clas.,0.9,0.912,0.5180218173196215,0.12230587140635803,1000 |
| 13 | +LassoCV,RF Clas.,RF Clas.,0.95,0.957,0.6172610671954945,0.12230587140635803,1000 |
| 14 | +RF Regr.,Logistic,RF Clas.,0.9,0.907,0.5844857310821764,0.1396924993073941,1000 |
| 15 | +RF Regr.,Logistic,RF Clas.,0.95,0.958,0.6964577051891234,0.1396924993073941,1000 |
| 16 | +RF Regr.,RF Clas.,Logistic,0.9,0.917,0.5605579339809742,0.12931631817619357,1000 |
| 17 | +RF Regr.,RF Clas.,Logistic,0.95,0.962,0.6679459763767203,0.12931631817619357,1000 |
| 18 | +RF Regr.,RF Clas.,RF Clas.,0.9,0.91,0.5264596768137552,0.12286829856248617,1000 |
| 19 | +RF Regr.,RF Clas.,RF Clas.,0.95,0.953,0.6273153969207249,0.12286829856248617,1000 |
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