Update with augmented data (178 configs) + pairwise ranking model (71.3% hit rate)

causal_selection/data/results/meta_features.csv

@@ -43,7 +43,7 @@ n_samples,n_variables,n_over_p,avg_cardinality,max_cardinality,min_cardinality,m
 500,5,100.0,2.0,2,2,0.1078380535560344,0.0587247972400723,0.2214286157195107,0.0207379298012742,0.0133946823915418,0.040887103378654,0.2200698049672106,0.0,0.9,69.57529005717535,66.1131577571749,207.81234570948945,0.3221874053039514,0.6446896085861621,0.1,0.5,0.1000283872681388,0.9,0.2462149564592607,0.6,0.3,0.3,0.976,0.0173896520954273,0.1555774250844092,0.1555774250844092,1.0,0.0
 1000,5,200.0,2.0,2,2,0.1169535383016266,0.0689422793580534,0.2484345717431907,0.0221216244376687,0.0218695953438763,0.0699467402438992,0.2045080507317683,0.1,0.6,165.18280470922622,220.5981791792192,739.5147160604939,0.299835882048055,0.8599504148847734,0.4,0.5,0.2584535914470273,0.4,0.3521127923742057,0.4,0.0,0.0,0.973,0.0210807969488821,0.1687282897221742,0.1687282897221742,1.0,0.0
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+1000,5,200.0,2.0,2,2,0.1130258152383445,0.062926513896067,0.2324354949415026,0.0254377972035854,0.0191225840372472,0.0564981026712695,0.2490641370141037,0.1,0.9,192.02212732704533,201.05887046082665,651.8013171605085,0.3661757230934424,0.80734213141673,0.1,0.5,0.1000151944802323,0.9,0.2162801929847139,0.7,0.2,0.2,0.9743999999999998,0.0188531164532551,0.1630617831367919,0.1630617831367919,1.0,0.0
 2000,5,400.0,2.0,2,2,0.1311123778241291,0.0733838362177595,0.2713804780532708,0.0246159284906095,0.0251842446114358,0.0828977887393885,0.1991817784205976,0.1,0.8,337.0246975368215,460.7454950845613,1595.9804845170531,0.3131242095972248,0.8933029957738452,0.3,0.5,0.1166404267478911,0.8,0.2254362887605654,0.7,0.1,0.1,0.9688,0.0235065948193267,0.1891551772860312,0.1891551772860312,1.0,0.0
 2000,5,400.0,2.0,2,2,0.121491805902918,0.0683435907250944,0.2536389469216913,0.0241082254480318,0.0204548894937617,0.0669054776979179,0.2138087759953691,0.1,0.9,341.4756195192182,388.8256473916068,1356.182260041277,0.342017050082373,0.8234628892795586,0.1,0.5,0.100000553457694,0.9,0.1622850433357162,0.8,0.0999999999999999,0.0999999999999999,0.9718,0.0213274471046114,0.1752756258847843,0.1752756258847843,1.0,0.0
 2000,5,400.0,2.0,2,2,0.1276474605905673,0.0777734951171552,0.275090477829498,0.0290836226078252,0.0242342913517959,0.0715078193325143,0.2544605981984768,0.2,0.9,429.4415754996186,490.6022101448133,1575.6028342964355,0.373091250039098,0.8875817805409357,0.2,0.6,0.1000591426342241,0.9,0.203673533968671,0.7,0.2,0.2,0.9695,0.0248012096479184,0.1841563583760808,0.1841563583760808,1.0,0.0
@@ -61,63 +61,119 @@ n_samples,n_variables,n_over_p,avg_cardinality,max_cardinality,min_cardinality,m
 500,11,45.45454545454545,2.909090909090909,3,2,0.881994076320476,0.1630606172883616,1.0665429598824354,0.0728754608106544,0.0953575142086744,0.3415362288861209,0.0786878729453451,0.3818181818181818,0.5272727272727272,72.58226199653214,94.67165899526752,313.75736100591644,0.2179052746264448,0.5601404832771119,0.4545454545454545,0.3454545454545454,0.2020242022995606,0.5,0.2871438157293301,0.31,0.19,0.19,0.5807272727272728,0.1291940688964339,0.8330215393379897,0.8330215393379897,0.0909090909090909,0.0
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