|
1 | 1 | Learner g,Learner m,Score,In-sample-norm.,DGP,level,Coverage,CI Length,Bias,Uniform Coverage,Uniform CI Length,repetition |
2 | | -LGBM Regr.,LGBM Clas.,experimental,False,1,0.9,0.376,0.6652875963255455,0.4788685058327714,0.058,0.9917345689606342,500 |
3 | | -LGBM Regr.,LGBM Clas.,experimental,False,1,0.95,0.466,0.7927390661356161,0.4788685058327714,0.108,1.1006737210796154,500 |
4 | | -LGBM Regr.,LGBM Clas.,experimental,False,4,0.9,0.4028333333333333,0.6375143991809316,0.4598493354870683,0.062,0.9707190331373089,500 |
5 | | -LGBM Regr.,LGBM Clas.,experimental,False,4,0.95,0.4835,0.7596452605549572,0.4598493354870683,0.116,1.0714847122758369,500 |
6 | | -LGBM Regr.,LGBM Clas.,experimental,False,6,0.9,0.9068333333333334,0.6319876715013313,0.1496835272788454,0.902,0.961159835023131,500 |
7 | | -LGBM Regr.,LGBM Clas.,experimental,False,6,0.95,0.9545,0.7530597583395087,0.1496835272788454,0.948,1.0612651757550962,500 |
8 | | -LGBM Regr.,LGBM Clas.,experimental,True,1,0.9,0.3695,0.665112888834881,0.4796254225591018,0.056,0.9918017057736429,500 |
9 | | -LGBM Regr.,LGBM Clas.,experimental,True,1,0.95,0.4643333333333333,0.7925308893204144,0.4796254225591018,0.096,1.100765040608417,500 |
10 | | -LGBM Regr.,LGBM Clas.,experimental,True,4,0.9,0.40166666666666667,0.637529211762134,0.45941817473447466,0.066,0.9704822467049042,500 |
11 | | -LGBM Regr.,LGBM Clas.,experimental,True,4,0.95,0.48483333333333334,0.7596629108341059,0.45941817473447466,0.13,1.0709769244654075,500 |
12 | | -LGBM Regr.,LGBM Clas.,experimental,True,6,0.9,0.9086666666666666,0.6320226929328787,0.15100923938299782,0.908,0.9611707119460113,500 |
13 | | -LGBM Regr.,LGBM Clas.,experimental,True,6,0.95,0.956,0.753101488949087,0.15100923938299782,0.958,1.0617636267630723,500 |
14 | | -LGBM Regr.,LGBM Clas.,observational,False,1,0.9,0.9413333333333334,0.8473750602173274,0.18142333577766562,0.966,1.2982618812879472,500 |
15 | | -LGBM Regr.,LGBM Clas.,observational,False,1,0.95,0.9783333333333334,1.0097096618265964,0.18142333577766562,0.982,1.4306891717715393,500 |
16 | | -LGBM Regr.,LGBM Clas.,observational,False,4,0.9,0.9361666666666666,1.1805935901738753,0.24311470255923542,0.928,1.7694514143349136,500 |
17 | | -LGBM Regr.,LGBM Clas.,observational,False,4,0.95,0.972,1.4067640300664292,0.24311470255923542,0.968,1.9613167333492803,500 |
18 | | -LGBM Regr.,LGBM Clas.,observational,False,6,0.9,0.9445,0.799473826966886,0.16836783892060214,0.964,1.219530440156558,500 |
19 | | -LGBM Regr.,LGBM Clas.,observational,False,6,0.95,0.9765,0.9526318219218256,0.16836783892060214,0.992,1.3465373276978427,500 |
20 | | -LGBM Regr.,LGBM Clas.,observational,True,1,0.9,0.9318333333333334,0.765793532602588,0.1690667393317399,0.948,1.174708291209629,500 |
21 | | -LGBM Regr.,LGBM Clas.,observational,True,1,0.95,0.9693333333333334,0.9124992758635622,0.1690667393317399,0.968,1.2944261985939705,500 |
22 | | -LGBM Regr.,LGBM Clas.,observational,True,4,0.9,0.9073333333333333,1.047664796626265,0.23641189001223264,0.884,1.5765116310810836,500 |
23 | | -LGBM Regr.,LGBM Clas.,observational,True,4,0.95,0.9526666666666667,1.2483696029923643,0.23641189001223264,0.934,1.745518490751232,500 |
24 | | -LGBM Regr.,LGBM Clas.,observational,True,6,0.9,0.9201666666666666,0.7385460777856706,0.1670517636117764,0.93,1.1302692286733522,500 |
25 | | -LGBM Regr.,LGBM Clas.,observational,True,6,0.95,0.966,0.8800319309056294,0.1670517636117764,0.978,1.2470377584840033,500 |
26 | | -Linear,Logistic,experimental,False,1,0.9,0.8501666666666666,0.29479284945056916,0.08086572239335096,0.796,0.45995374878119605,500 |
27 | | -Linear,Logistic,experimental,False,1,0.95,0.913,0.3512673458330162,0.08086572239335096,0.88,0.5050979956516887,500 |
28 | | -Linear,Logistic,experimental,False,4,0.9,0.3168333333333333,0.9760437330904909,0.7983186878119084,0.044,1.4125036246810794,500 |
29 | | -Linear,Logistic,experimental,False,4,0.95,0.3938333333333333,1.1630278420207578,0.7983186878119084,0.092,1.5753820426798095,500 |
30 | | -Linear,Logistic,experimental,False,6,0.9,0.899,0.9860085683861257,0.23991010091979903,0.906,1.4243822820823935,500 |
31 | | -Linear,Logistic,experimental,False,6,0.95,0.9505,1.1749016756381088,0.23991010091979903,0.954,1.5890926429460632,500 |
32 | | -Linear,Logistic,experimental,True,1,0.9,0.8493333333333334,0.2947743766527007,0.08084058304773781,0.788,0.4596544541257168,500 |
33 | | -Linear,Logistic,experimental,True,1,0.95,0.912,0.35124533413670317,0.08084058304773781,0.88,0.5047647602299501,500 |
34 | | -Linear,Logistic,experimental,True,4,0.9,0.317,0.9760523203780584,0.7984727949426184,0.044,1.4128372852042128,500 |
35 | | -Linear,Logistic,experimental,True,4,0.95,0.3943333333333333,1.1630380744050146,0.7984727949426184,0.094,1.5751667127652091,500 |
36 | | -Linear,Logistic,experimental,True,6,0.9,0.8991666666666667,0.9859626233262315,0.23979371890526563,0.904,1.4232291798853027,500 |
37 | | -Linear,Logistic,experimental,True,6,0.95,0.951,1.1748469287225265,0.23979371890526563,0.958,1.588215494542204,500 |
38 | | -Linear,Logistic,observational,False,1,0.9,0.8988333333333334,0.3184881107577261,0.07719182324721395,0.896,0.4952541062417649,500 |
39 | | -Linear,Logistic,observational,False,1,0.95,0.9508333333333334,0.37950199115666555,0.07719182324721395,0.948,0.5441088991747411,500 |
40 | | -Linear,Logistic,observational,False,4,0.9,0.4406666666666667,1.250117333215647,0.7652605925915565,0.216,1.785617101702533,500 |
41 | | -Linear,Logistic,observational,False,4,0.95,0.5483333333333333,1.489606679527487,0.7652605925915565,0.318,1.996557839151422,500 |
42 | | -Linear,Logistic,observational,False,6,0.9,0.9001666666666667,1.0281899856954657,0.25243845779943025,0.906,1.4837296477899995,500 |
43 | | -Linear,Logistic,observational,False,6,0.95,0.9523333333333334,1.2251639344728882,0.25243845779943025,0.952,1.6552087227571348,500 |
44 | | -Linear,Logistic,observational,True,1,0.9,0.896,0.3165397630599274,0.07742883162791457,0.9,0.4922063338438365,500 |
45 | | -Linear,Logistic,observational,True,1,0.95,0.9476666666666667,0.37718039168150475,0.07742883162791457,0.948,0.5406640569497208,500 |
46 | | -Linear,Logistic,observational,True,4,0.9,0.4401666666666667,1.2510817907762226,0.7665003000548748,0.212,1.7865647514529477,500 |
47 | | -Linear,Logistic,observational,True,4,0.95,0.5455,1.4907559015934337,0.7665003000548748,0.314,1.9973361166282748,500 |
48 | | -Linear,Logistic,observational,True,6,0.9,0.8968333333333334,1.0226493025529169,0.2537626388753708,0.904,1.4768520252885453,500 |
49 | | -Linear,Logistic,observational,True,6,0.95,0.9493333333333334,1.2185618032976842,0.2537626388753708,0.954,1.6473969037298655,500 |
| 2 | +LGBM Regr.,LGBM Clas.,experimental,False,1,0.9,0.8043290043290043,2.1154639149911363,0.6712389430932117,0.7584415584415585,3.0637822426820147,385 |
| 3 | +LGBM Regr.,LGBM Clas.,experimental,False,1,0.95,0.8807359307359307,2.520730730102257,0.6712389430932117,0.8363636363636363,3.4177267443343715,385 |
| 4 | +LGBM Regr.,LGBM Clas.,experimental,False,4,0.9,0.8034632034632034,1.8291244336921813,0.6041960287714497,0.7116883116883117,2.71039040553167,385 |
| 5 | +LGBM Regr.,LGBM Clas.,experimental,False,4,0.95,0.867965367965368,2.179536193699663,0.6041960287714497,0.787012987012987,3.007554855387085,385 |
| 6 | +LGBM Regr.,LGBM Clas.,experimental,False,6,0.9,0.8893939393939394,1.8257020486735736,0.44752934085767393,0.8883116883116883,2.707519362778072,385 |
| 7 | +LGBM Regr.,LGBM Clas.,experimental,False,6,0.95,0.9448051948051948,2.175458170422824,0.44752934085767393,0.9454545454545454,3.0075896607904156,385 |
| 8 | +LGBM Regr.,LGBM Clas.,experimental,True,1,0.9,0.8071428571428572,2.1148169549072917,0.6707362296867863,0.7610389610389611,3.0605005947552457,385 |
| 9 | +LGBM Regr.,LGBM Clas.,experimental,True,1,0.95,0.8854978354978356,2.5199598296142174,0.6707362296867863,0.8441558441558441,3.4181544310707612,385 |
| 10 | +LGBM Regr.,LGBM Clas.,experimental,True,4,0.9,0.7995670995670995,1.8291099222669245,0.6033888997071747,0.7220779220779221,2.7150600016749284,385 |
| 11 | +LGBM Regr.,LGBM Clas.,experimental,True,4,0.95,0.8653679653679655,2.179518902269957,0.6033888997071747,0.7948051948051948,3.0116514045981106,385 |
| 12 | +LGBM Regr.,LGBM Clas.,experimental,True,6,0.9,0.8937229437229437,1.8257141365773557,0.44537299217374354,0.8857142857142857,2.7092473439110907,385 |
| 13 | +LGBM Regr.,LGBM Clas.,experimental,True,6,0.95,0.9454545454545454,2.1754725740485776,0.44537299217374354,0.9454545454545454,3.008230540619637,385 |
| 14 | +LGBM Regr.,LGBM Clas.,observational,False,1,0.9,0.9489177489177488,3.3780772759634896,0.7142541776813691,0.9792207792207792,5.082011424397294,385 |
| 15 | +LGBM Regr.,LGBM Clas.,observational,False,1,0.95,0.9844155844155844,4.025227345093697,0.7142541776813691,0.9974025974025974,5.627575365907088,385 |
| 16 | +LGBM Regr.,LGBM Clas.,observational,False,4,0.9,0.9538961038961039,3.519295318915969,0.7359334377526993,0.9896103896103896,5.2665100781579035,385 |
| 17 | +LGBM Regr.,LGBM Clas.,observational,False,4,0.95,0.9854978354978355,4.19349902204958,0.7359334377526993,0.9974025974025974,5.841193446081957,385 |
| 18 | +LGBM Regr.,LGBM Clas.,observational,False,6,0.9,0.9454545454545454,3.1483035795674947,0.6767752484396196,0.9766233766233766,4.747908900283863,385 |
| 19 | +LGBM Regr.,LGBM Clas.,observational,False,6,0.95,0.98008658008658,3.751435098688493,0.6767752484396196,0.9922077922077922,5.262023845685624,385 |
| 20 | +LGBM Regr.,LGBM Clas.,observational,True,1,0.9,0.9331168831168831,2.5599864117950224,0.5713483111856282,0.9454545454545454,3.8785099511414365,385 |
| 21 | +LGBM Regr.,LGBM Clas.,observational,True,1,0.95,0.9744588744588745,3.0504119550925832,0.5713483111856282,0.987012987012987,4.28751230026561,385 |
| 22 | +LGBM Regr.,LGBM Clas.,observational,True,4,0.9,0.9261904761904761,2.660460210319742,0.5850989388215212,0.9376623376623376,4.00926620005508,385 |
| 23 | +LGBM Regr.,LGBM Clas.,observational,True,4,0.95,0.9660173160173161,3.170133870326683,0.5850989388215212,0.9662337662337662,4.436828570343085,385 |
| 24 | +LGBM Regr.,LGBM Clas.,observational,True,6,0.9,0.9261904761904761,2.430345436062365,0.5478049794043753,0.961038961038961,3.681668145505504,385 |
| 25 | +LGBM Regr.,LGBM Clas.,observational,True,6,0.95,0.9712121212121213,2.895935204582226,0.5478049794043753,0.987012987012987,4.070315551436677,385 |
| 26 | +Linear,Logistic,experimental,False,1,0.9,0.8928571428571429,0.5958015928819104,0.14735676505027825,0.8675324675324675,0.9290161774308499,385 |
| 27 | +Linear,Logistic,experimental,False,1,0.95,0.9441558441558442,0.7099413861793991,0.14735676505027825,0.9298701298701298,1.0199383079846263,385 |
| 28 | +Linear,Logistic,experimental,False,4,0.9,0.8207792207792208,1.9950903004798792,0.6186584129648592,0.7792207792207793,2.888433262389066,385 |
| 29 | +Linear,Logistic,experimental,False,4,0.95,0.8924242424242423,2.37729672158915,0.6186584129648592,0.8701298701298701,3.2216922506273877,385 |
| 30 | +Linear,Logistic,experimental,False,6,0.9,0.8917748917748918,1.9944484318438003,0.48521126112397106,0.8909090909090909,2.885720665062955,385 |
| 31 | +Linear,Logistic,experimental,False,6,0.95,0.9435064935064935,2.376531887935318,0.48521126112397106,0.9376623376623376,3.2152180998682556,385 |
| 32 | +Linear,Logistic,experimental,True,1,0.9,0.8911255411255411,0.5957584206014344,0.1475167250669668,0.8701298701298701,0.9280770829858069,385 |
| 33 | +Linear,Logistic,experimental,True,1,0.95,0.9422077922077922,0.7098899432342779,0.1475167250669668,0.9246753246753247,1.01863511467428,385 |
| 34 | +Linear,Logistic,experimental,True,4,0.9,0.8181818181818182,1.996565803297952,0.619044613633029,0.7766233766233767,2.8893261603562537,385 |
| 35 | +Linear,Logistic,experimental,True,4,0.95,0.8922077922077922,2.379054891638524,0.619044613633029,0.8779220779220779,3.2223505657008977,385 |
| 36 | +Linear,Logistic,experimental,True,6,0.9,0.8928571428571429,1.994285170658814,0.4829024360407689,0.8831168831168831,2.885296008308423,385 |
| 37 | +Linear,Logistic,experimental,True,6,0.95,0.9465367965367966,2.3763373502345746,0.4829024360407689,0.948051948051948,3.2146891755544647,385 |
| 38 | +Linear,Logistic,observational,False,1,0.9,0.9084415584415585,0.651047481265278,0.15460037996396975,0.8961038961038961,1.012928418259376,385 |
| 39 | +Linear,Logistic,observational,False,1,0.95,0.9573593073593073,0.7757709224682926,0.15460037996396975,0.9428571428571428,1.1125407988676193,385 |
| 40 | +Linear,Logistic,observational,False,4,0.9,0.8783549783549784,2.6187631247466285,0.6831234339681971,0.8597402597402597,3.763815686238565,385 |
| 41 | +Linear,Logistic,observational,False,4,0.95,0.9344155844155844,3.120448728351434,0.6831234339681971,0.9012987012987013,4.203029465166157,385 |
| 42 | +Linear,Logistic,observational,False,6,0.9,0.906060606060606,2.460487205314058,0.6140040179922013,0.8935064935064935,3.5481383284064587,385 |
| 43 | +Linear,Logistic,observational,False,6,0.95,0.9495670995670995,2.931851337905971,0.6140040179922013,0.9558441558441558,3.9617803407070853,385 |
| 44 | +Linear,Logistic,observational,True,1,0.9,0.8991341991341992,0.6343489502817904,0.15456765906211642,0.8779220779220779,0.9886958950892513,385 |
| 45 | +Linear,Logistic,observational,True,1,0.95,0.9506493506493506,0.7558733955479063,0.15456765906211642,0.9298701298701298,1.085345045267086,385 |
| 46 | +Linear,Logistic,observational,True,4,0.9,0.8649350649350649,2.5285239811503497,0.6770114533721119,0.8389610389610389,3.6363487240424908,385 |
| 47 | +Linear,Logistic,observational,True,4,0.95,0.9261904761904761,3.012922156657487,0.6770114533721119,0.8935064935064935,4.061818455668399,385 |
| 48 | +Linear,Logistic,observational,True,6,0.9,0.8911255411255411,2.3351788134176266,0.5868722006646642,0.8909090909090909,3.3759849141023595,385 |
| 49 | +Linear,Logistic,observational,True,6,0.95,0.9465367965367966,2.7825371794584357,0.5868722006646642,0.9298701298701298,3.7707743738627992,385 |
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