11Learner g,Learner m,Score,In-sample-norm.,DGP,level,Coverage,CI Length,Bias,repetition
2- LGBM,LGBM,experimental,False,1,0.9,0.714 ,10.421426989395727 ,3.905582429463871 ,1000
3- LGBM,LGBM,experimental,False,1,0.95,0.796,12.417896177537456 ,3.905582429463871 ,1000
4- LGBM,LGBM,experimental,False,2,0.9,0.747 ,11.153655901082034 ,3.716762206006709 ,1000
5- LGBM,LGBM,experimental,False,2,0.95,0.83,13.290400740757454 ,3.716762206006709 ,1000
6- LGBM,LGBM,experimental,False,3,0.9,0.826,10.129500599367143 ,2.9806910089316485 ,1000
7- LGBM,LGBM,experimental,False,3,0.95,0.9 ,12.070044428775317 ,2.9806910089316485 ,1000
8- LGBM,LGBM,experimental,False,4,0.9,0.709,10.248410164509226 ,3.911148948219506 ,1000
9- LGBM,LGBM,experimental,False,4,0.95,0.788 ,12.211733914865182 ,3.911148948219506 ,1000
10- LGBM,LGBM,experimental,False,5,0.9,0.897,11.953436462004694 ,2.904688869350282 ,1000
11- LGBM,LGBM,experimental,False,5,0.95,0.95 ,14.243398058730905 ,2.904688869350282 ,1000
12- LGBM,LGBM,experimental,False,6,0.9,0.901 ,10.409876930645252 ,2.475898589693061 ,1000
13- LGBM,LGBM,experimental,False,6,0.95,0.951,12.40413343366814 ,2.475898589693061 ,1000
2+ LGBM,LGBM,experimental,False,1,0.9,0.715 ,10.421234124600447 ,3.9053554919818962 ,1000
3+ LGBM,LGBM,experimental,False,1,0.95,0.796,12.417666364959342 ,3.9053554919818962 ,1000
4+ LGBM,LGBM,experimental,False,2,0.9,0.746 ,11.1534791019021 ,3.716868972461292 ,1000
5+ LGBM,LGBM,experimental,False,2,0.95,0.83,13.29019007154076 ,3.716868972461292 ,1000
6+ LGBM,LGBM,experimental,False,3,0.9,0.826,10.129283998917318 ,2.9807419839606 ,1000
7+ LGBM,LGBM,experimental,False,3,0.95,0.899 ,12.069786333420366 ,2.9807419839606 ,1000
8+ LGBM,LGBM,experimental,False,4,0.9,0.709,10.248213641174399 ,3.911145887601952 ,1000
9+ LGBM,LGBM,experimental,False,4,0.95,0.789 ,12.211499742868313 ,3.911145887601952 ,1000
10+ LGBM,LGBM,experimental,False,5,0.9,0.897,11.95322581221267 ,2.905111352900416 ,1000
11+ LGBM,LGBM,experimental,False,5,0.95,0.949 ,14.243147054022064 ,2.905111352900416 ,1000
12+ LGBM,LGBM,experimental,False,6,0.9,0.9 ,10.409644052784493 ,2.475811487308378 ,1000
13+ LGBM,LGBM,experimental,False,6,0.95,0.951,12.403855942581755 ,2.475811487308378 ,1000
1414LGBM,LGBM,experimental,True,1,0.9,0.695,10.441642571924747,3.98549935766534,1000
1515LGBM,LGBM,experimental,True,1,0.95,0.774,12.441984529859,3.98549935766534,1000
1616LGBM,LGBM,experimental,True,2,0.9,0.769,11.14737947150305,3.7228962496196263,1000
@@ -23,18 +23,18 @@ LGBM,LGBM,experimental,True,5,0.9,0.894,11.981860540543671,2.9439981898378322,10
2323LGBM,LGBM,experimental,True,5,0.95,0.949,14.277267437329282,2.9439981898378322,1000
2424LGBM,LGBM,experimental,True,6,0.9,0.894,10.42424549288115,2.562430198965583,1000
2525LGBM,LGBM,experimental,True,6,0.95,0.955,12.421254631585413,2.562430198965583,1000
26- LGBM,LGBM,observational,False,1,0.9,0.94,50.01837238134115 ,11.670635965681225 ,1000
27- LGBM,LGBM,observational,False,1,0.95,0.973,59.600566777747616 ,11.670635965681225 ,1000
28- LGBM,LGBM,observational,False,2,0.9,0.929,59.19235508827008 ,13.470175038952636 ,1000
29- LGBM,LGBM,observational,False,2,0.95,0.977,70.53204141217991 ,13.470175038952636 ,1000
30- LGBM,LGBM,observational,False,3,0.9,0.945,56.62260255116421 ,12.634763113659828 ,1000
31- LGBM,LGBM,observational,False,3,0.95,0.989,67.46999240102099 ,12.634763113659828 ,1000
32- LGBM,LGBM,observational,False,4,0.9,0.945 ,70.02798665966547 ,16.708878014378698 ,1000
33- LGBM,LGBM,observational,False,4,0.95,0.982,83.44349279101235 ,16.708878014378698 ,1000
34- LGBM,LGBM,observational,False,5,0.9,0.932 ,32.68395008367948 ,7.535531362351606 ,1000
35- LGBM,LGBM,observational,False,5,0.95,0.973,38.945328621880215 ,7.535531362351606 ,1000
36- LGBM,LGBM,observational,False,6,0.9,0.922,31.254676611393744 ,7.328062886784694 ,1000
37- LGBM,LGBM,observational,False,6,0.95,0.96,37.24224423562365 ,7.328062886784694 ,1000
26+ LGBM,LGBM,observational,False,1,0.9,0.94,50.016950326053895 ,11.669744501027184 ,1000
27+ LGBM,LGBM,observational,False,1,0.95,0.973,59.598872294359325 ,11.669744501027184 ,1000
28+ LGBM,LGBM,observational,False,2,0.9,0.929,59.192241716928855 ,13.469752811318875 ,1000
29+ LGBM,LGBM,observational,False,2,0.95,0.977,70.53190632189465 ,13.469752811318875 ,1000
30+ LGBM,LGBM,observational,False,3,0.9,0.945,56.62183695590324 ,12.633898481806959 ,1000
31+ LGBM,LGBM,observational,False,3,0.95,0.989,67.46908013800035 ,12.633898481806959 ,1000
32+ LGBM,LGBM,observational,False,4,0.9,0.946 ,70.02795549101278 ,16.708529185685062 ,1000
33+ LGBM,LGBM,observational,False,4,0.95,0.982,83.44345565127193 ,16.708529185685062 ,1000
34+ LGBM,LGBM,observational,False,5,0.9,0.933 ,32.68491159413625 ,7.535384184190604 ,1000
35+ LGBM,LGBM,observational,False,5,0.95,0.973,38.94647433225539 ,7.535384184190604 ,1000
36+ LGBM,LGBM,observational,False,6,0.9,0.922,31.255938663097147 ,7.3282010953989065 ,1000
37+ LGBM,LGBM,observational,False,6,0.95,0.96,37.24374806298236 ,7.3282010953989065 ,1000
3838LGBM,LGBM,observational,True,1,0.9,0.903,17.911052050251026,4.470376853620159,1000
3939LGBM,LGBM,observational,True,1,0.95,0.954,21.342334885309523,4.470376853620159,1000
4040LGBM,LGBM,observational,True,2,0.9,0.928,20.466840035852762,4.861276719991755,1000
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