Update results from script: scripts/rdd/rdd_fuzzy_coverage.py

Author: github-actions

results/rdd/rdd_fuzzy_coverage.csv

@@ -1,99 +1,99 @@
 Method,fs specification,Learner g,Learner m,level,Coverage,CI Length,Bias,repetition
-rdflex,cutoff,Global linear,Global linear,0.9,0.94,10.656647912232243,2.633619695891854,200
-rdflex,cutoff,Global linear,Global linear,0.95,0.975,12.698179194588825,2.633619695891854,200
-rdflex,cutoff,Global linear,LGBM,0.9,0.95,10.643973412823318,2.683167754539693,200
-rdflex,cutoff,Global linear,LGBM,0.95,0.985,12.683076597034534,2.683167754539693,200
-rdflex,cutoff,Global linear,Linear,0.9,0.93,10.776049843790432,2.6771187550632725,200
-rdflex,cutoff,Global linear,Linear,0.95,0.975,12.840455371449803,2.6771187550632725,200
-rdflex,cutoff,Global linear,Stacked,0.9,0.94,10.557664798352551,2.683307036256171,200
-rdflex,cutoff,Global linear,Stacked,0.95,0.97,12.5802335396667,2.683307036256171,200
-rdflex,cutoff,LGBM,Global linear,0.9,0.93,1.9736186033277963,0.4736792492584584,200
-rdflex,cutoff,LGBM,Global linear,0.95,0.98,2.351711616376457,0.4736792492584584,200
-rdflex,cutoff,LGBM,LGBM,0.9,0.945,1.888140568372329,0.4540535620095493,200
-rdflex,cutoff,LGBM,LGBM,0.95,0.98,2.249858255544299,0.4540535620095493,200
-rdflex,cutoff,LGBM,Linear,0.9,0.94,1.9844665729368185,0.46134915372559027,200
-rdflex,cutoff,LGBM,Linear,0.95,0.99,2.364637769433902,0.46134915372559027,200
-rdflex,cutoff,LGBM,Stacked,0.9,0.94,1.8620008207876455,0.4012145704533858,200
-rdflex,cutoff,LGBM,Stacked,0.95,0.98,2.2187108251641856,0.4012145704533858,200
-rdflex,cutoff,Linear,Global linear,0.9,0.94,10.647635639786058,2.6416807260382247,200
-rdflex,cutoff,Linear,Global linear,0.95,0.975,12.687440409614917,2.6416807260382247,200
-rdflex,cutoff,Linear,LGBM,0.9,0.925,10.575702513090668,2.6809206077686394,200
-rdflex,cutoff,Linear,LGBM,0.95,0.975,12.60172680245364,2.6809206077686394,200
-rdflex,cutoff,Linear,Linear,0.9,0.93,10.779409511322877,2.6887526751987267,200
-rdflex,cutoff,Linear,Linear,0.95,0.975,12.844458662232476,2.6887526751987267,200
-rdflex,cutoff,Linear,Stacked,0.9,0.93,10.407357842739176,2.580058349572135,200
-rdflex,cutoff,Linear,Stacked,0.95,0.975,12.401131755288432,2.580058349572135,200
-rdflex,cutoff,Stacked,Global linear,0.9,0.93,1.9911373354406925,0.4571509115231827,200
-rdflex,cutoff,Stacked,Global linear,0.95,0.98,2.372586473222971,0.4571509115231827,200
-rdflex,cutoff,Stacked,LGBM,0.9,0.93,1.8837567274958633,0.44740832605498343,200
-rdflex,cutoff,Stacked,LGBM,0.95,0.98,2.2446345869509106,0.44740832605498343,200
-rdflex,cutoff,Stacked,Linear,0.9,0.9,1.989471103819308,0.45510016867576153,200
-rdflex,cutoff,Stacked,Linear,0.95,0.95,2.3706010357868945,0.45510016867576153,200
-rdflex,cutoff,Stacked,Stacked,0.9,0.96,1.8789097307697546,0.3941306179463427,200
-rdflex,cutoff,Stacked,Stacked,0.95,0.975,2.2388590341231716,0.3941306179463427,200
-rdflex,cutoff and score,Global linear,Global linear,0.9,0.94,10.650117280929118,2.6412998313409854,200
-rdflex,cutoff and score,Global linear,Global linear,0.95,0.975,12.69039746742435,2.6412998313409854,200
-rdflex,cutoff and score,Global linear,LGBM,0.9,0.945,10.73149277430906,2.71273519074909,200
-rdflex,cutoff and score,Global linear,LGBM,0.95,0.975,12.7873623484542,2.71273519074909,200
-rdflex,cutoff and score,Global linear,Linear,0.9,0.935,10.749492570130274,2.6660832359136544,200
-rdflex,cutoff and score,Global linear,Linear,0.95,0.975,12.808810428064808,2.6660832359136544,200
-rdflex,cutoff and score,Global linear,Stacked,0.9,0.935,10.73720670502136,2.6787331039175375,200
-rdflex,cutoff and score,Global linear,Stacked,0.95,0.97,12.794170916841543,2.6787331039175375,200
-rdflex,cutoff and score,LGBM,Global linear,0.9,0.965,2.047945503750196,0.45373290004575745,200
-rdflex,cutoff and score,LGBM,Global linear,0.95,0.99,2.4402775808631536,0.45373290004575745,200
-rdflex,cutoff and score,LGBM,LGBM,0.9,0.96,1.9815030650940242,0.47287637385657555,200
-rdflex,cutoff and score,LGBM,LGBM,0.95,0.985,2.3611065320370863,0.47287637385657555,200
-rdflex,cutoff and score,LGBM,Linear,0.9,0.95,2.0210088746612995,0.4564734865636682,200
-rdflex,cutoff and score,LGBM,Linear,0.95,0.985,2.408180607604202,0.4564734865636682,200
-rdflex,cutoff and score,LGBM,Stacked,0.9,0.96,1.9571852817725235,0.4704140225228424,200
-rdflex,cutoff and score,LGBM,Stacked,0.95,0.98,2.3321301059812765,0.4704140225228424,200
-rdflex,cutoff and score,Linear,Global linear,0.9,0.935,10.72114800697828,2.677543618743263,200
-rdflex,cutoff and score,Linear,Global linear,0.95,0.975,12.775035797893981,2.677543618743263,200
-rdflex,cutoff and score,Linear,LGBM,0.9,0.93,10.860224829406206,2.7531128907921176,200
-rdflex,cutoff and score,Linear,LGBM,0.95,0.98,12.940756053226494,2.7531128907921176,200
-rdflex,cutoff and score,Linear,Linear,0.9,0.93,10.745408698465134,2.661897345725493,200
-rdflex,cutoff and score,Linear,Linear,0.95,0.975,12.803944194832864,2.661897345725493,200
-rdflex,cutoff and score,Linear,Stacked,0.9,0.93,10.559755783592582,2.673709652399862,200
-rdflex,cutoff and score,Linear,Stacked,0.95,0.97,12.58272510225654,2.673709652399862,200
-rdflex,cutoff and score,Stacked,Global linear,0.9,0.9,2.050300073797309,0.462407370604782,200
-rdflex,cutoff and score,Stacked,Global linear,0.95,0.965,2.4430832241227134,0.462407370604782,200
-rdflex,cutoff and score,Stacked,LGBM,0.9,0.94,1.9791092813189477,0.46255297446802196,200
-rdflex,cutoff and score,Stacked,LGBM,0.95,0.98,2.3582541627386573,0.46255297446802196,200
-rdflex,cutoff and score,Stacked,Linear,0.9,0.96,2.053260325247618,0.4749983725128283,200
-rdflex,cutoff and score,Stacked,Linear,0.95,0.995,2.446610581288555,0.4749983725128283,200
-rdflex,cutoff and score,Stacked,Stacked,0.9,0.945,2.0147063198301267,0.46298147786251936,200
-rdflex,cutoff and score,Stacked,Stacked,0.95,0.975,2.400670650318469,0.46298147786251936,200
-rdflex,interacted cutoff and score,Global linear,Global linear,0.9,0.94,10.631418110341247,2.6178877718072253,200
-rdflex,interacted cutoff and score,Global linear,Global linear,0.95,0.975,12.66811603137893,2.6178877718072253,200
-rdflex,interacted cutoff and score,Global linear,LGBM,0.9,0.955,10.814413902878202,2.6873104399748953,200
-rdflex,interacted cutoff and score,Global linear,LGBM,0.95,0.975,12.886168967407977,2.6873104399748953,200
-rdflex,interacted cutoff and score,Global linear,Linear,0.9,0.945,10.740747890043254,2.6612642120114547,200
-rdflex,interacted cutoff and score,Global linear,Linear,0.95,0.975,12.798390499053465,2.6612642120114547,200
-rdflex,interacted cutoff and score,Global linear,Stacked,0.9,0.945,10.571286636735614,2.648449325171482,200
-rdflex,interacted cutoff and score,Global linear,Stacked,0.95,0.97,12.596464961233078,2.648449325171482,200
-rdflex,interacted cutoff and score,LGBM,Global linear,0.9,0.94,2.0617998183606496,0.4778778382609598,200
-rdflex,interacted cutoff and score,LGBM,Global linear,0.95,0.995,2.4567860149402345,0.4778778382609598,200
-rdflex,interacted cutoff and score,LGBM,LGBM,0.9,0.955,2.011772406234098,0.4375432216964436,200
-rdflex,interacted cutoff and score,LGBM,LGBM,0.95,0.99,2.3971746766416953,0.4375432216964436,200
-rdflex,interacted cutoff and score,LGBM,Linear,0.9,0.925,2.043336186918838,0.45592138226951223,200
-rdflex,interacted cutoff and score,LGBM,Linear,0.95,0.985,2.434785241098223,0.45592138226951223,200
-rdflex,interacted cutoff and score,LGBM,Stacked,0.9,0.92,1.9999285735150907,0.4849897427944731,200
-rdflex,interacted cutoff and score,LGBM,Stacked,0.95,0.99,2.3830618794980403,0.4849897427944731,200
-rdflex,interacted cutoff and score,Linear,Global linear,0.9,0.93,10.776821610680779,2.6847245127079207,200
-rdflex,interacted cutoff and score,Linear,Global linear,0.95,0.975,12.84137498842043,2.6847245127079207,200
-rdflex,interacted cutoff and score,Linear,LGBM,0.9,0.93,10.885600365474607,2.7261863873540197,200
-rdflex,interacted cutoff and score,Linear,LGBM,0.95,0.975,12.970992869419458,2.7261863873540197,200
-rdflex,interacted cutoff and score,Linear,Linear,0.9,0.945,10.848347906235588,2.6866349482211676,200
-rdflex,interacted cutoff and score,Linear,Linear,0.95,0.975,12.92660382637777,2.6866349482211676,200
-rdflex,interacted cutoff and score,Linear,Stacked,0.9,0.935,10.718031056371272,2.710115186333965,200
-rdflex,interacted cutoff and score,Linear,Stacked,0.95,0.97,12.771321722166373,2.710115186333965,200
-rdflex,interacted cutoff and score,Stacked,Global linear,0.9,0.955,2.0898744689631377,0.4446184515603455,200
-rdflex,interacted cutoff and score,Stacked,Global linear,0.95,0.975,2.4902390244711827,0.4446184515603455,200
-rdflex,interacted cutoff and score,Stacked,LGBM,0.9,0.945,2.009366557570152,0.46359739512200543,200
-rdflex,interacted cutoff and score,Stacked,LGBM,0.95,0.98,2.3943079311414723,0.46359739512200543,200
-rdflex,interacted cutoff and score,Stacked,Linear,0.9,0.925,2.109705996199304,0.4783528357695981,200
-rdflex,interacted cutoff and score,Stacked,Linear,0.95,0.975,2.5138697466852618,0.4783528357695981,200
-rdflex,interacted cutoff and score,Stacked,Stacked,0.9,0.93,2.0357591930356382,0.4580324320952215,200
-rdflex,interacted cutoff and score,Stacked,Stacked,0.95,0.99,2.4257566960174817,0.4580324320952215,200
-rdrobust,cutoff,linear,linear,0.9,0.935,10.477786198433689,2.6328998952957328,200
-rdrobust,cutoff,linear,linear,0.95,0.97,12.485052317209465,2.6328998952957328,200
+rdflex,cutoff,Global linear,Global linear,0.9,0.9294478527607362,11.003281519552571,2.651668091366742,326
+rdflex,cutoff,Global linear,Global linear,0.95,0.9662576687116564,13.111218613444718,2.651668091366742,326
+rdflex,cutoff,Global linear,LGBM,0.9,0.9263803680981595,11.026796633476012,2.676212872142164,326
+rdflex,cutoff,Global linear,LGBM,0.95,0.9723926380368099,13.139238599920793,2.676212872142164,326
+rdflex,cutoff,Global linear,Linear,0.9,0.9263803680981595,11.061928208835385,2.6694105241913504,326
+rdflex,cutoff,Global linear,Linear,0.95,0.9662576687116564,13.181100453946152,2.6694105241913504,326
+rdflex,cutoff,Global linear,Stacked,0.9,0.9263803680981595,10.75270381540699,2.660157382556207,326
+rdflex,cutoff,Global linear,Stacked,0.95,0.9631901840490797,12.812636862821531,2.660157382556207,326
+rdflex,cutoff,LGBM,Global linear,0.9,0.9355828220858896,2.1367788053015517,0.48144779191064846,326
+rdflex,cutoff,LGBM,Global linear,0.95,0.9662576687116564,2.5461289884386313,0.48144779191064846,326
+rdflex,cutoff,LGBM,LGBM,0.9,0.941717791411043,2.118982251356838,0.49791701276459366,326
+rdflex,cutoff,LGBM,LGBM,0.95,0.9815950920245399,2.524923086461073,0.49791701276459366,326
+rdflex,cutoff,LGBM,Linear,0.9,0.9539877300613497,2.1750418199492105,0.4820841235532899,326
+rdflex,cutoff,LGBM,Linear,0.95,0.99079754601227,2.5917221825201815,0.4820841235532899,326
+rdflex,cutoff,LGBM,Stacked,0.9,0.9202453987730062,2.086735539677055,0.4797826433300534,326
+rdflex,cutoff,LGBM,Stacked,0.95,0.9723926380368099,2.486498759532142,0.4797826433300534,326
+rdflex,cutoff,Linear,Global linear,0.9,0.9294478527607362,10.96983032126306,2.626369168456619,326
+rdflex,cutoff,Linear,Global linear,0.95,0.9693251533742331,13.071359052196913,2.626369168456619,326
+rdflex,cutoff,Linear,LGBM,0.9,0.9233128834355828,10.942045228759646,2.6674077232846933,326
+rdflex,cutoff,Linear,LGBM,0.95,0.9693251533742331,13.038251072421996,2.6674077232846933,326
+rdflex,cutoff,Linear,Linear,0.9,0.9233128834355828,11.131059324216471,2.6748339112829975,326
+rdflex,cutoff,Linear,Linear,0.95,0.9693251533742331,13.263475258693452,2.6748339112829975,326
+rdflex,cutoff,Linear,Stacked,0.9,0.9325153374233128,10.691859937634922,2.5594401237673474,326
+rdflex,cutoff,Linear,Stacked,0.95,0.9723926380368099,12.740136910753437,2.5594401237673474,326
+rdflex,cutoff,Stacked,Global linear,0.9,0.9325153374233128,2.187332918383539,0.5141329649425767,326
+rdflex,cutoff,Stacked,Global linear,0.95,0.9723926380368099,2.606367929635302,0.5141329649425767,326
+rdflex,cutoff,Stacked,LGBM,0.9,0.9447852760736196,2.084406901521554,0.4842950492144703,326
+rdflex,cutoff,Stacked,LGBM,0.95,0.9785276073619632,2.4837240160272946,0.4842950492144703,326
+rdflex,cutoff,Stacked,Linear,0.9,0.9447852760736196,2.2538049373913993,0.508694038083471,326
+rdflex,cutoff,Stacked,Linear,0.95,0.9785276073619632,2.685574225624405,0.508694038083471,326
+rdflex,cutoff,Stacked,Stacked,0.9,0.9386503067484663,2.0705037128623642,0.4572681904124187,326
+rdflex,cutoff,Stacked,Stacked,0.95,0.9723926380368099,2.4671573449291615,0.4572681904124187,326
+rdflex,cutoff and score,Global linear,Global linear,0.9,0.9294478527607362,10.984587110958579,2.6446283025145436,326
+rdflex,cutoff and score,Global linear,Global linear,0.95,0.9662576687116564,13.088942851664987,2.6446283025145436,326
+rdflex,cutoff and score,Global linear,LGBM,0.9,0.9233128834355828,10.870122796118423,2.648249987515053,326
+rdflex,cutoff and score,Global linear,LGBM,0.95,0.9723926380368099,12.952550208012214,2.648249987515053,326
+rdflex,cutoff and score,Global linear,Linear,0.9,0.9294478527607362,11.098043415128812,2.6693484889896295,326
+rdflex,cutoff and score,Global linear,Linear,0.95,0.9662576687116564,13.2241343765211,2.6693484889896295,326
+rdflex,cutoff and score,Global linear,Stacked,0.9,0.9325153374233128,11.024150780216528,2.6631559704339027,326
+rdflex,cutoff and score,Global linear,Stacked,0.95,0.9754601226993865,13.136085871305921,2.6631559704339027,326
+rdflex,cutoff and score,LGBM,Global linear,0.9,0.9539877300613497,2.257956465543234,0.5264796507587247,326
+rdflex,cutoff and score,LGBM,Global linear,0.95,0.9846625766871165,2.6905210765326406,0.5264796507587247,326
+rdflex,cutoff and score,LGBM,LGBM,0.9,0.941717791411043,2.2359247513814267,0.5489387615418274,326
+rdflex,cutoff and score,LGBM,LGBM,0.95,0.9723926380368099,2.664268669894578,0.5489387615418274,326
+rdflex,cutoff and score,LGBM,Linear,0.9,0.9478527607361963,2.3160632863139248,0.5050075341473197,326
+rdflex,cutoff and score,LGBM,Linear,0.95,0.9754601226993865,2.759759624024404,0.5050075341473197,326
+rdflex,cutoff and score,LGBM,Stacked,0.9,0.9601226993865031,2.193878214343003,0.5114408990796515,326
+rdflex,cutoff and score,LGBM,Stacked,0.95,0.9846625766871165,2.6141671308155803,0.5114408990796515,326
+rdflex,cutoff and score,Linear,Global linear,0.9,0.9233128834355828,11.051316738099423,2.6624951246668958,326
+rdflex,cutoff and score,Linear,Global linear,0.95,0.9723926380368099,13.168456106677372,2.6624951246668958,326
+rdflex,cutoff and score,Linear,LGBM,0.9,0.9325153374233128,11.065562202201255,2.704055114865783,326
+rdflex,cutoff and score,Linear,LGBM,0.95,0.9785276073619632,13.185430624120844,2.704055114865783,326
+rdflex,cutoff and score,Linear,Linear,0.9,0.9171779141104295,11.151760330244164,2.6684582802977146,326
+rdflex,cutoff and score,Linear,Linear,0.95,0.9693251533742331,13.288142028789716,2.6684582802977146,326
+rdflex,cutoff and score,Linear,Stacked,0.9,0.9233128834355828,11.033555140076382,2.6884837296469457,326
+rdflex,cutoff and score,Linear,Stacked,0.95,0.9662576687116564,13.147291857249563,2.6884837296469457,326
+rdflex,cutoff and score,Stacked,Global linear,0.9,0.9386503067484663,2.251694287300681,0.5052099074156524,326
+rdflex,cutoff and score,Stacked,Global linear,0.95,0.9785276073619632,2.683059230919715,0.5052099074156524,326
+rdflex,cutoff and score,Stacked,LGBM,0.9,0.941717791411043,2.1946654016721294,0.519886298323518,326
+rdflex,cutoff and score,Stacked,LGBM,0.95,0.9723926380368099,2.6151051223723325,0.519886298323518,326
+rdflex,cutoff and score,Stacked,Linear,0.9,0.950920245398773,2.2877015453427094,0.5078411000316226,326
+rdflex,cutoff and score,Stacked,Linear,0.95,0.99079754601227,2.7259645252194957,0.5078411000316226,326
+rdflex,cutoff and score,Stacked,Stacked,0.9,0.9601226993865031,2.300600920177222,0.512009913334145,326
+rdflex,cutoff and score,Stacked,Stacked,0.95,0.9846625766871165,2.7413350783705295,0.512009913334145,326
+rdflex,interacted cutoff and score,Global linear,Global linear,0.9,0.9325153374233128,10.969386823588044,2.614545970486749,326
+rdflex,interacted cutoff and score,Global linear,Global linear,0.95,0.9662576687116564,13.070830592122402,2.614545970486749,326
+rdflex,interacted cutoff and score,Global linear,LGBM,0.9,0.9294478527607362,10.980599639871068,2.6472526376983985,326
+rdflex,interacted cutoff and score,Global linear,LGBM,0.95,0.9693251533742331,13.084191486806215,2.6472526376983985,326
+rdflex,interacted cutoff and score,Global linear,Linear,0.9,0.9355828220858896,11.095137976446441,2.6490979607665173,326
+rdflex,interacted cutoff and score,Global linear,Linear,0.95,0.9662576687116564,13.220672332796704,2.6490979607665173,326
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+rdflex,interacted cutoff and score,Global linear,Stacked,0.95,0.9693251533742331,12.960332803281034,2.6415760401301185,326
+rdflex,interacted cutoff and score,LGBM,Global linear,0.9,0.9386503067484663,2.270439492899479,0.5365503248447656,326
+rdflex,interacted cutoff and score,LGBM,Global linear,0.95,0.9815950920245399,2.705395521063984,0.5365503248447656,326
+rdflex,interacted cutoff and score,LGBM,LGBM,0.9,0.9355828220858896,2.2553637843436474,0.5282989469506607,326
+rdflex,interacted cutoff and score,LGBM,LGBM,0.95,0.9785276073619632,2.687431706335001,0.5282989469506607,326
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+rdflex,interacted cutoff and score,LGBM,Stacked,0.95,0.9846625766871165,2.6285786637792925,0.5451035967865461,326
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+rdflex,interacted cutoff and score,Linear,Global linear,0.95,0.9693251533742331,13.148856854711118,2.6715934145619955,326
+rdflex,interacted cutoff and score,Linear,LGBM,0.9,0.9355828220858896,11.391856775666463,2.77003196088274,326
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+rdflex,interacted cutoff and score,Stacked,Stacked,0.95,0.9815950920245399,2.7723630712289946,0.5287613366123899,326
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results/rdd/rdd_fuzzy_coverage_metadata.csv

@@ -1,2 +1,2 @@
 DoubleML Version,Script,Date,Total Runtime (seconds),Python Version
-0.9.dev0,rdd_fuzzy_coverage.py,2024-10-15 12:05:47,11919.275193691254,3.12.7
+0.9.dev0,rdd_fuzzy_coverage.py,2024-10-21 19:35:10,19841.012969970703,3.12.7