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+1,c11,c,0.995427,tvae,TVAE,0.857143,0.142857,0.666667,0.01,1.0,1%,1.0 +1,c11,c,0.989603,tvae,TVAE,0.912851,0.520687,0.76356,0.1,0.857143,10%,10.0 +1,c11,c,0.995426,tvae,TVAE,0.880952,0.171429,0.684127,0.02,1.0,2%,2.0 +1,c11,c,0.989958,tvae,TVAE,0.854895,0.475962,0.681714,0.04,0.714286,4%,4.0 +1,c11,c,0.989864,tvae,TVAE,0.823264,0.380247,0.734504,0.06,1.0,6%,6.0 +1,c11,c,0.995414,tvae,TVAE,0.874998,0.471223,0.782074,0.08,1.0,8%,8.0 +1,c12,c,0.998744,arf,ARF,0.542857,0.0,0.180952,1e-05,0.0,0.001%,0.001 +1,c12,c,0.998744,arf,ARF,0.542857,0.0,0.180952,0.0001,0.0,0.01%,0.01 +1,c12,c,0.998107,arf,ARF,0.45377,0.666667,0.421098,0.001,0.142857,0.1%,0.1 +1,c12,c,0.995981,arf,ARF,0.5702,0.95,0.528956,0.005,0.066667,0.5%,0.5 +1,c12,c,0.993424,arf,ARF,0.638673,0.969697,0.570606,0.01,0.103448,1%,1.0 +1,c12,c,0.972006,arf,ARF,0.808314,0.955191,0.734624,0.1,0.440367,10%,10.0 +1,c12,c,0.990402,arf,ARF,0.703349,0.870662,0.591337,0.02,0.2,2%,2.0 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+1,c7,c,0.997561,realtabformer,RealTabFormer,0.992174,0.976676,0.656283,0.0001,0.0,0.01%,0.01 +1,c7,c,0.997561,realtabformer,RealTabFormer,0.992174,0.976676,0.656283,0.001,0.0,0.1%,0.1 +1,c7,c,0.997561,realtabformer,RealTabFormer,0.992174,0.976676,0.656283,0.005,0.0,0.5%,0.5 +1,c7,c,0.997561,realtabformer,RealTabFormer,0.992174,0.976676,0.656283,0.01,0.0,1%,1.0 +1,c7,c,0.94784,realtabformer,RealTabFormer,0.992284,0.989821,0.727368,0.1,0.2,10%,10.0 +1,c7,c,0.997561,realtabformer,RealTabFormer,0.992174,0.976676,0.656283,0.02,0.0,2%,2.0 +1,c7,c,0.972671,realtabformer,RealTabFormer,0.991447,0.980583,0.657343,0.04,0.0,4%,4.0 +1,c7,c,0.972671,realtabformer,RealTabFormer,0.991447,0.980583,0.657343,0.06,0.0,6%,6.0 +1,c7,c,0.94784,realtabformer,RealTabFormer,0.992284,0.989821,0.727368,0.08,0.2,8%,8.0 +1,c7,c,0.944718,tabbyflow,TabbyFlow,0.922723,0.95481,0.625844,1e-05,0.0,0.001%,0.001 +1,c7,c,0.944718,tabbyflow,TabbyFlow,0.922723,0.95481,0.625844,0.0001,0.0,0.01%,0.01 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+1,c7,c,0.997886,tabddpm,TabDDPM,1.0,0.98931,0.996437,0.01,1.0,1%,1.0 +1,c7,c,0.971956,tabddpm,TabDDPM,0.990328,0.991598,0.827309,0.1,0.5,10%,10.0 +1,c7,c,0.997886,tabddpm,TabDDPM,1.0,0.98931,0.996437,0.02,1.0,2%,2.0 +1,c7,c,0.997785,tabddpm,TabDDPM,0.988676,0.983981,0.768663,0.04,0.333333,4%,4.0 +1,c7,c,0.997785,tabddpm,TabDDPM,0.988676,0.983981,0.768663,0.06,0.333333,6%,6.0 +1,c7,c,0.971956,tabddpm,TabDDPM,0.990328,0.991598,0.827309,0.08,0.5,8%,8.0 +1,c7,c,0.950561,tabdiff,TabDiff,1.0,0.951409,0.983803,1e-05,1.0,0.001%,0.001 +1,c7,c,0.950561,tabdiff,TabDiff,1.0,0.951409,0.983803,0.0001,1.0,0.01%,0.01 +1,c7,c,0.950561,tabdiff,TabDiff,1.0,0.951409,0.983803,0.001,1.0,0.1%,0.1 +1,c7,c,0.950561,tabdiff,TabDiff,1.0,0.951409,0.983803,0.005,1.0,0.5%,0.5 +1,c7,c,0.950561,tabdiff,TabDiff,1.0,0.951409,0.983803,0.01,1.0,1%,1.0 +1,c7,c,0.946821,tabdiff,TabDiff,0.987925,0.968492,0.818806,0.1,0.5,10%,10.0 +1,c7,c,0.950561,tabdiff,TabDiff,1.0,0.951409,0.983803,0.02,1.0,2%,2.0 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+1,m9,m,0.980574,tabsyn,TabSyn,0.664032,0.75,0.693566,0.02,0.666667,2%,2.0 +1,m9,m,0.980335,tabsyn,TabSyn,0.511442,0.703704,0.533254,0.04,0.384615,4%,4.0 +1,m9,m,0.970409,tabsyn,TabSyn,0.535884,0.888889,0.597731,0.06,0.368421,6%,6.0 +1,m9,m,0.973202,tabsyn,TabSyn,0.558784,0.984848,0.617108,0.08,0.307692,8%,8.0 +1,m9,m,0.89059,tvae,TVAE,0.833333,0.0,0.277778,1e-05,0.0,0.001%,0.001 +1,m9,m,0.89059,tvae,TVAE,0.833333,0.0,0.277778,0.0001,0.0,0.01%,0.01 +1,m9,m,0.89059,tvae,TVAE,0.833333,0.0,0.277778,0.001,0.0,0.1%,0.1 +1,m9,m,0.89197,tvae,TVAE,0.625,0.0,0.208333,0.005,0.0,0.5%,0.5 +1,m9,m,0.89177,tvae,TVAE,0.666667,0.0,0.222222,0.01,0.0,1%,1.0 +1,m9,m,0.879952,tvae,TVAE,0.310112,0.488889,0.363108,0.1,0.290323,10%,10.0 +1,m9,m,0.888367,tvae,TVAE,0.620915,0.416667,0.345861,0.02,0.0,2%,2.0 +1,m9,m,0.881451,tvae,TVAE,0.636459,0.259259,0.343017,0.04,0.133333,4%,4.0 +1,m9,m,0.880432,tvae,TVAE,0.245469,0.488889,0.308278,0.06,0.190476,6%,6.0 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+1,n1,n,0.855,bayesnet,BayesNet,0.410704,0.712,0.374235,0.001,0.0,0.1%,0.1 +1,n1,n,0.855,bayesnet,BayesNet,0.410704,0.712,0.374235,0.005,0.0,0.5%,0.5 +1,n1,n,0.850585,bayesnet,BayesNet,0.441566,0.790861,0.410809,0.01,0.0,1%,1.0 +1,n1,n,0.787752,bayesnet,BayesNet,0.232654,0.764758,0.343223,0.1,0.032258,10%,10.0 +1,n1,n,0.842092,bayesnet,BayesNet,0.16243,0.587774,0.250068,0.02,0.0,2%,2.0 +1,n1,n,0.827633,bayesnet,BayesNet,0.23806,0.549534,0.262532,0.04,0.0,4%,4.0 +1,n1,n,0.813499,bayesnet,BayesNet,0.239834,0.537659,0.259164,0.06,0.0,6%,6.0 +1,n1,n,0.800456,bayesnet,BayesNet,0.246532,0.59692,0.281151,0.08,0.0,8%,8.0 +1,n1,n,0.039872,cdtd,CDTD,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n1,n,0.039872,cdtd,CDTD,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n1,n,0.039872,cdtd,CDTD,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n1,n,0.039872,cdtd,CDTD,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n1,n,0.039916,cdtd,CDTD,0.0,0.0,0.0,0.01,0.0,1%,1.0 +1,n1,n,0.041284,cdtd,CDTD,0.0,0.0,0.0,0.1,0.0,10%,10.0 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+1,n1,n,0.854215,realtabformer,RealTabFormer,0.319477,0.853395,0.390957,0.1,0.0,10%,10.0 +1,n1,n,0.901219,realtabformer,RealTabFormer,0.390012,0.873041,0.421018,0.02,0.0,2%,2.0 +1,n1,n,0.887914,realtabformer,RealTabFormer,0.366659,0.895851,0.420837,0.04,0.0,4%,4.0 +1,n1,n,0.875956,realtabformer,RealTabFormer,0.354052,0.853998,0.402683,0.06,0.0,6%,6.0 +1,n1,n,0.863509,realtabformer,RealTabFormer,0.334522,0.986139,0.44022,0.08,0.0,8%,8.0 +1,n1,n,0.974067,tabbyflow,TabbyFlow,0.408061,0.952,0.453354,1e-05,0.0,0.001%,0.001 +1,n1,n,0.974067,tabbyflow,TabbyFlow,0.408061,0.952,0.453354,0.0001,0.0,0.01%,0.01 +1,n1,n,0.974067,tabbyflow,TabbyFlow,0.408061,0.952,0.453354,0.001,0.0,0.1%,0.1 +1,n1,n,0.974067,tabbyflow,TabbyFlow,0.408061,0.952,0.453354,0.005,0.0,0.5%,0.5 +1,n1,n,0.969747,tabbyflow,TabbyFlow,0.506908,0.623902,0.376937,0.01,0.0,1%,1.0 +1,n1,n,0.927402,tabbyflow,TabbyFlow,0.72085,0.71849,0.541508,0.1,0.185185,10%,10.0 +1,n1,n,0.9605,tabbyflow,TabbyFlow,0.562313,0.428683,0.377951,0.02,0.142857,2%,2.0 +1,n1,n,0.950865,tabbyflow,TabbyFlow,0.712027,0.461897,0.446863,0.04,0.166667,4%,4.0 +1,n1,n,0.945463,tabbyflow,TabbyFlow,0.745638,0.520857,0.480989,0.06,0.176471,6%,6.0 +1,n1,n,0.931786,tabbyflow,TabbyFlow,0.759441,0.566117,0.502458,0.08,0.181818,8%,8.0 +1,n1,n,0.659024,tabddpm,TabDDPM,0.595469,0.0,0.19849,1e-05,0.0,0.001%,0.001 +1,n1,n,0.659024,tabddpm,TabDDPM,0.595469,0.0,0.19849,0.0001,0.0,0.01%,0.01 +1,n1,n,0.659024,tabddpm,TabDDPM,0.595469,0.0,0.19849,0.001,0.0,0.1%,0.1 +1,n1,n,0.659024,tabddpm,TabDDPM,0.595469,0.0,0.19849,0.005,0.0,0.5%,0.5 +1,n1,n,0.658445,tabddpm,TabDDPM,0.564985,0.0,0.188328,0.01,0.0,1%,1.0 +1,n1,n,0.643457,tabddpm,TabDDPM,0.267826,0.903918,0.390581,0.1,0.0,10%,10.0 +1,n1,n,0.656525,tabddpm,TabDDPM,0.147285,0.594828,0.247371,0.02,0.0,2%,2.0 +1,n1,n,0.650875,tabddpm,TabDDPM,0.169672,0.375529,0.181734,0.04,0.0,4%,4.0 +1,n1,n,0.651401,tabddpm,TabDDPM,0.178791,0.208864,0.129218,0.06,0.0,6%,6.0 +1,n1,n,0.645078,tabddpm,TabDDPM,0.144302,0.639604,0.261302,0.08,0.0,8%,8.0 +1,n1,n,0.754496,tabpfgen,TabPFGen,0.740625,0.948,0.562875,1e-05,0.0,0.001%,0.001 +1,n1,n,0.754496,tabpfgen,TabPFGen,0.740625,0.948,0.562875,0.0001,0.0,0.01%,0.01 +1,n1,n,0.754496,tabpfgen,TabPFGen,0.740625,0.948,0.562875,0.001,0.0,0.1%,0.1 +1,n1,n,0.755832,tabpfgen,TabPFGen,0.525499,0.948,0.491166,0.005,0.0,0.5%,0.5 +1,n1,n,0.755474,tabpfgen,TabPFGen,0.76406,0.987698,0.583919,0.01,0.0,1%,1.0 +1,n1,n,0.719867,tabpfgen,TabPFGen,0.892075,0.970927,0.685517,0.1,0.193548,10%,10.0 +1,n1,n,0.751685,tabpfgen,TabPFGen,0.789024,0.94279,0.67251,0.02,0.285714,2%,2.0 +1,n1,n,0.745246,tabpfgen,TabPFGen,0.86206,0.919983,0.670937,0.04,0.230769,4%,4.0 +1,n1,n,0.732962,tabpfgen,TabPFGen,0.895058,0.893395,0.666327,0.06,0.210526,6%,6.0 +1,n1,n,0.723676,tabpfgen,TabPFGen,0.909378,0.928933,0.679437,0.08,0.2,8%,8.0 +2,n1,n,0.916206,tabsyn,TabSyn,0.489633,0.494,0.327877,1e-05,0.0,0.001%,0.001 +2,n1,n,0.916206,tabsyn,TabSyn,0.489633,0.494,0.327877,0.0001,0.0,0.01%,0.01 +2,n1,n,0.916206,tabsyn,TabSyn,0.489633,0.494,0.327877,0.001,0.0,0.1%,0.1 +2,n1,n,0.916206,tabsyn,TabSyn,0.489633,0.494,0.327877,0.005,0.0,0.5%,0.5 +2,n1,n,0.911488,tabsyn,TabSyn,0.450994,0.765378,0.405457,0.01,0.0,1%,1.0 +2,n1,n,0.867695,tabsyn,TabSyn,0.537478,0.945755,0.505522,0.1,0.033334,10%,10.0 +2,n1,n,0.906102,tabsyn,TabSyn,0.452789,0.790361,0.414383,0.02,0.0,2%,2.0 +2,n1,n,0.89549,tabsyn,TabSyn,0.507598,0.564353,0.370138,0.04,0.038462,4%,4.0 +2,n1,n,0.887306,tabsyn,TabSyn,0.515058,0.816484,0.462365,0.06,0.055556,6%,6.0 +2,n1,n,0.879669,tabsyn,TabSyn,0.523563,0.940044,0.501758,0.08,0.041667,8%,8.0 +1,n1,n,0.637063,tvae,TVAE,0.408966,0.436,0.281655,1e-05,0.0,0.001%,0.001 +1,n1,n,0.637063,tvae,TVAE,0.408966,0.436,0.281655,0.0001,0.0,0.01%,0.01 +1,n1,n,0.637063,tvae,TVAE,0.408966,0.436,0.281655,0.001,0.0,0.1%,0.1 +1,n1,n,0.635468,tvae,TVAE,0.263163,0.436,0.233054,0.005,0.0,0.5%,0.5 +1,n1,n,0.631896,tvae,TVAE,0.360022,0.996485,0.452169,0.01,0.0,1%,1.0 +1,n1,n,0.577197,tvae,TVAE,0.491327,0.911541,0.467623,0.1,0.0,10%,10.0 +1,n1,n,0.625683,tvae,TVAE,0.443755,0.777429,0.407062,0.02,0.0,2%,2.0 +1,n1,n,0.61407,tvae,TVAE,0.445406,0.954276,0.466561,0.04,0.0,4%,4.0 +1,n1,n,0.600998,tvae,TVAE,0.440156,0.973059,0.471072,0.06,0.0,6%,6.0 +1,n1,n,0.589506,tvae,TVAE,0.47019,0.972057,0.480749,0.08,0.0,8%,8.0 +1,n10,n,0.951451,arf,ARF,0.999105,0.974265,0.65779,1e-05,0.0,0.001%,0.001 +1,n10,n,0.951451,arf,ARF,0.999105,0.974265,0.65779,0.0001,0.0,0.01%,0.01 +1,n10,n,0.951451,arf,ARF,0.999105,0.974265,0.65779,0.001,0.0,0.1%,0.1 +1,n10,n,0.951451,arf,ARF,0.999105,0.974265,0.65779,0.005,0.0,0.5%,0.5 +1,n10,n,0.951231,arf,ARF,0.975364,0.978401,0.651255,0.01,0.0,1%,1.0 +1,n10,n,0.951607,arf,ARF,0.974645,0.993164,0.655936,0.1,0.0,10%,10.0 +1,n10,n,0.951119,arf,ARF,0.982073,0.998392,0.660155,0.02,0.0,2%,2.0 +1,n10,n,0.952359,arf,ARF,0.982979,0.994748,0.659242,0.04,0.0,4%,4.0 +1,n10,n,0.951511,arf,ARF,0.982987,0.999632,0.660873,0.06,0.0,6%,6.0 +1,n10,n,0.952514,arf,ARF,0.975186,0.991233,0.655473,0.08,0.0,8%,8.0 +1,n10,n,0.973216,bayesnet,BayesNet,0.998095,0.963235,0.653777,1e-05,0.0,0.001%,0.001 +1,n10,n,0.973216,bayesnet,BayesNet,0.998095,0.963235,0.653777,0.0001,0.0,0.01%,0.01 +1,n10,n,0.973216,bayesnet,BayesNet,0.998095,0.963235,0.653777,0.001,0.0,0.1%,0.1 +1,n10,n,0.973216,bayesnet,BayesNet,0.998095,0.963235,0.653777,0.005,0.0,0.5%,0.5 +1,n10,n,0.973107,bayesnet,BayesNet,0.998093,0.961857,0.653316,0.01,0.0,1%,1.0 +1,n10,n,0.944595,bayesnet,BayesNet,0.928822,0.970646,0.633156,0.1,0.0,10%,10.0 +1,n10,n,0.973202,bayesnet,BayesNet,0.992951,0.958869,0.650607,0.02,0.0,2%,2.0 +1,n10,n,0.972971,bayesnet,BayesNet,0.934119,0.959034,0.631051,0.04,0.0,4%,4.0 +1,n10,n,0.963576,bayesnet,BayesNet,0.910598,0.962316,0.624305,0.06,0.0,6%,6.0 +1,n10,n,0.951359,bayesnet,BayesNet,0.918047,0.969386,0.629144,0.08,0.0,8%,8.0 +1,n10,n,0.0,cdtd,CDTD,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n10,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n10,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n10,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n10,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.01,0.0,1%,1.0 +1,n10,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.1,0.0,10%,10.0 +1,n10,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.02,0.0,2%,2.0 +1,n10,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.04,0.0,4%,4.0 +1,n10,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.06,0.0,6%,6.0 +1,n10,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.08,0.0,8%,8.0 +1,n10,n,0.932613,ctgan,CTGAN,0.998819,0.777574,0.592131,1e-05,0.0,0.001%,0.001 +1,n10,n,0.932613,ctgan,CTGAN,0.998819,0.777574,0.592131,0.0001,0.0,0.01%,0.01 +1,n10,n,0.932613,ctgan,CTGAN,0.998819,0.777574,0.592131,0.001,0.0,0.1%,0.1 +1,n10,n,0.932613,ctgan,CTGAN,0.998819,0.777574,0.592131,0.005,0.0,0.5%,0.5 +1,n10,n,0.932603,ctgan,CTGAN,0.915521,0.934743,0.616754,0.01,0.0,1%,1.0 +1,n10,n,0.893871,ctgan,CTGAN,0.821345,0.901252,0.584616,0.1,0.03125,10%,10.0 +1,n10,n,0.932781,ctgan,CTGAN,0.89951,0.923254,0.607588,0.02,0.0,2%,2.0 +1,n10,n,0.924653,ctgan,CTGAN,0.822788,0.865809,0.562866,0.04,0.0,4%,4.0 +1,n10,n,0.915249,ctgan,CTGAN,0.810464,0.923621,0.594695,0.06,0.05,6%,6.0 +1,n10,n,0.903679,ctgan,CTGAN,0.822984,0.893736,0.58506,0.08,0.038462,8%,8.0 +1,n10,n,0.961175,forestdiffusion,ForestDiffusion,0.998326,0.903493,0.63394,1e-05,0.0,0.001%,0.001 +1,n10,n,0.961175,forestdiffusion,ForestDiffusion,0.998326,0.903493,0.63394,0.0001,0.0,0.01%,0.01 +1,n10,n,0.961175,forestdiffusion,ForestDiffusion,0.998326,0.903493,0.63394,0.001,0.0,0.1%,0.1 +1,n10,n,0.961175,forestdiffusion,ForestDiffusion,0.998326,0.903493,0.63394,0.005,0.0,0.5%,0.5 +1,n10,n,0.960893,forestdiffusion,ForestDiffusion,0.980274,0.860294,0.613523,0.01,0.0,1%,1.0 +1,n10,n,0.917667,forestdiffusion,ForestDiffusion,0.882458,0.892176,0.591545,0.1,0.0,10%,10.0 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+1,n10,n,0.969497,realtabformer,RealTabFormer,0.99907,0.987132,0.662067,1e-05,0.0,0.001%,0.001 +1,n10,n,0.969497,realtabformer,RealTabFormer,0.99907,0.987132,0.662067,0.0001,0.0,0.01%,0.01 +1,n10,n,0.969497,realtabformer,RealTabFormer,0.99907,0.987132,0.662067,0.001,0.0,0.1%,0.1 +1,n10,n,0.969497,realtabformer,RealTabFormer,0.99907,0.987132,0.662067,0.005,0.0,0.5%,0.5 +1,n10,n,0.969153,realtabformer,RealTabFormer,0.988626,0.990809,0.659812,0.01,0.0,1%,1.0 +1,n10,n,0.944379,realtabformer,RealTabFormer,0.938473,0.972484,0.636986,0.1,0.0,10%,10.0 +1,n10,n,0.96847,realtabformer,RealTabFormer,0.977777,0.964384,0.647387,0.02,0.0,2%,2.0 +1,n10,n,0.968466,realtabformer,RealTabFormer,0.97231,0.966518,0.646276,0.04,0.0,4%,4.0 +1,n10,n,0.969471,realtabformer,RealTabFormer,0.962344,0.958915,0.64042,0.06,0.0,6%,6.0 +1,n10,n,0.961285,realtabformer,RealTabFormer,0.94443,0.968396,0.637609,0.08,0.0,8%,8.0 +1,n10,n,0.981687,tabbyflow,TabbyFlow,0.982529,0.758272,0.580267,1e-05,0.0,0.001%,0.001 +1,n10,n,0.981687,tabbyflow,TabbyFlow,0.982529,0.758272,0.580267,0.0001,0.0,0.01%,0.01 +1,n10,n,0.981687,tabbyflow,TabbyFlow,0.982529,0.758272,0.580267,0.001,0.0,0.1%,0.1 +1,n10,n,0.981687,tabbyflow,TabbyFlow,0.982529,0.758272,0.580267,0.005,0.0,0.5%,0.5 +1,n10,n,0.977501,tabbyflow,TabbyFlow,0.912462,0.935202,0.615888,0.01,0.0,1%,1.0 +1,n10,n,0.918565,tabbyflow,TabbyFlow,0.937765,0.942613,0.661275,0.1,0.103448,10%,10.0 +1,n10,n,0.969048,tabbyflow,TabbyFlow,0.926739,0.930377,0.619039,0.02,0.0,2%,2.0 +1,n10,n,0.956416,tabbyflow,TabbyFlow,0.934353,0.93146,0.621938,0.04,0.0,4%,4.0 +1,n10,n,0.943814,tabbyflow,TabbyFlow,0.934371,0.944118,0.643707,0.06,0.052632,6%,6.0 +1,n10,n,0.931461,tabbyflow,TabbyFlow,0.936487,0.939055,0.652959,0.08,0.083333,8%,8.0 +1,n10,n,0.963838,tabddpm,TabDDPM,0.977507,0.95864,0.645382,1e-05,0.0,0.001%,0.001 +1,n10,n,0.963838,tabddpm,TabDDPM,0.977507,0.95864,0.645382,0.0001,0.0,0.01%,0.01 +1,n10,n,0.963838,tabddpm,TabDDPM,0.977507,0.95864,0.645382,0.001,0.0,0.1%,0.1 +1,n10,n,0.963838,tabddpm,TabDDPM,0.977507,0.95864,0.645382,0.005,0.0,0.5%,0.5 +1,n10,n,0.96358,tabddpm,TabDDPM,0.961988,0.914982,0.625657,0.01,0.0,1%,1.0 +1,n10,n,0.936694,tabddpm,TabDDPM,0.918758,0.947495,0.622085,0.1,0.0,10%,10.0 +1,n10,n,0.963575,tabddpm,TabDDPM,0.928604,0.951287,0.62663,0.02,0.0,2%,2.0 +1,n10,n,0.963978,tabddpm,TabDDPM,0.877774,0.960872,0.612882,0.04,0.0,4%,4.0 +1,n10,n,0.962457,tabddpm,TabDDPM,0.876587,0.956893,0.61116,0.06,0.0,6%,6.0 +1,n10,n,0.950456,tabddpm,TabDDPM,0.903825,0.948176,0.617334,0.08,0.0,8%,8.0 +1,n10,n,0.961188,tabpfgen,TabPFGen,0.895166,0.820772,0.571979,1e-05,0.0,0.001%,0.001 +1,n10,n,0.961188,tabpfgen,TabPFGen,0.895166,0.820772,0.571979,0.0001,0.0,0.01%,0.01 +1,n10,n,0.961188,tabpfgen,TabPFGen,0.895166,0.820772,0.571979,0.001,0.0,0.1%,0.1 +1,n10,n,0.961188,tabpfgen,TabPFGen,0.895166,0.820772,0.571979,0.005,0.0,0.5%,0.5 +1,n10,n,0.956517,tabpfgen,TabPFGen,0.87385,0.898897,0.590916,0.01,0.0,1%,1.0 +1,n10,n,0.895662,tabpfgen,TabPFGen,0.877979,0.954619,0.610866,0.1,0.0,10%,10.0 +1,n10,n,0.948468,tabpfgen,TabPFGen,0.85761,0.967371,0.608327,0.02,0.0,2%,2.0 +1,n10,n,0.935655,tabpfgen,TabPFGen,0.862871,0.944459,0.602443,0.04,0.0,4%,4.0 +1,n10,n,0.92649,tabpfgen,TabPFGen,0.864124,0.967923,0.610682,0.06,0.0,6%,6.0 +1,n10,n,0.91361,tabpfgen,TabPFGen,0.873359,0.956448,0.609936,0.08,0.0,8%,8.0 +1,n10,n,0.994593,tabsyn,TabSyn,0.962751,0.965993,0.642914,1e-05,0.0,0.001%,0.001 +1,n10,n,0.994593,tabsyn,TabSyn,0.962751,0.965993,0.642914,0.0001,0.0,0.01%,0.01 +1,n10,n,0.994593,tabsyn,TabSyn,0.962751,0.965993,0.642914,0.001,0.0,0.1%,0.1 +1,n10,n,0.994593,tabsyn,TabSyn,0.962751,0.965993,0.642914,0.005,0.0,0.5%,0.5 +1,n10,n,0.990368,tabsyn,TabSyn,0.968206,0.985754,0.65132,0.01,0.0,1%,1.0 +1,n10,n,0.931724,tabsyn,TabSyn,0.980043,0.993394,0.680034,0.1,0.066667,10%,10.0 +1,n10,n,0.982079,tabsyn,TabSyn,0.975198,0.999081,0.658093,0.02,0.0,2%,2.0 +1,n10,n,0.969479,tabsyn,TabSyn,0.978996,0.995798,0.658265,0.04,0.0,4%,4.0 +1,n10,n,0.957091,tabsyn,TabSyn,0.980938,0.992831,0.657923,0.06,0.0,6%,6.0 +1,n10,n,0.94849,tabsyn,TabSyn,0.980937,0.997455,0.659464,0.08,0.0,8%,8.0 +1,n10,n,0.936197,tvae,TVAE,0.999035,0.951287,0.650107,1e-05,0.0,0.001%,0.001 +1,n10,n,0.936197,tvae,TVAE,0.999035,0.951287,0.650107,0.0001,0.0,0.01%,0.01 +1,n10,n,0.936197,tvae,TVAE,0.999035,0.951287,0.650107,0.001,0.0,0.1%,0.1 +1,n10,n,0.936197,tvae,TVAE,0.999035,0.951287,0.650107,0.005,0.0,0.5%,0.5 +1,n10,n,0.936157,tvae,TVAE,0.94844,0.940257,0.629566,0.01,0.0,1%,1.0 +1,n10,n,0.915193,tvae,TVAE,0.796742,0.983628,0.593457,0.1,0.0,10%,10.0 +1,n10,n,0.936233,tvae,TVAE,0.950167,0.971048,0.640405,0.02,0.0,2%,2.0 +1,n10,n,0.933412,tvae,TVAE,0.955662,0.984112,0.646592,0.04,0.0,4%,4.0 +1,n10,n,0.934922,tvae,TVAE,0.941372,0.979871,0.640415,0.06,0.0,6%,6.0 +1,n10,n,0.928661,tvae,TVAE,0.882048,0.971578,0.617875,0.08,0.0,8%,8.0 +1,n11,n,0.935072,arf,ARF,0.999333,0.988127,0.662487,1e-05,0.0,0.001%,0.001 +1,n11,n,0.935072,arf,ARF,0.999333,0.988127,0.662487,0.0001,0.0,0.01%,0.01 +1,n11,n,0.935072,arf,ARF,0.999333,0.988127,0.662487,0.001,0.0,0.1%,0.1 +1,n11,n,0.935072,arf,ARF,0.999333,0.988127,0.662487,0.005,0.0,0.5%,0.5 +1,n11,n,0.934693,arf,ARF,0.998667,0.988127,0.662264,0.01,0.0,1%,1.0 +1,n11,n,0.933873,arf,ARF,0.966192,0.952484,0.639559,0.1,0.0,10%,10.0 +1,n11,n,0.934264,arf,ARF,0.996356,0.994397,0.663584,0.02,0.0,2%,2.0 +1,n11,n,0.933354,arf,ARF,0.986812,0.994072,0.660295,0.04,0.0,4%,4.0 +1,n11,n,0.932841,arf,ARF,0.983887,0.984637,0.656175,0.06,0.0,6%,6.0 +1,n11,n,0.934645,arf,ARF,0.980726,0.984284,0.655003,0.08,0.0,8%,8.0 +1,n11,n,0.993257,bayesnet,BayesNet,0.977936,0.930739,0.636225,1e-05,0.0,0.001%,0.001 +1,n11,n,0.993257,bayesnet,BayesNet,0.977936,0.930739,0.636225,0.0001,0.0,0.01%,0.01 +1,n11,n,0.993257,bayesnet,BayesNet,0.977936,0.930739,0.636225,0.001,0.0,0.1%,0.1 +1,n11,n,0.993257,bayesnet,BayesNet,0.977936,0.930739,0.636225,0.005,0.0,0.5%,0.5 +1,n11,n,0.986358,bayesnet,BayesNet,0.977936,0.930739,0.636225,0.01,0.0,1%,1.0 +1,n11,n,0.932403,bayesnet,BayesNet,0.972293,0.993024,0.67265,0.1,0.052632,10%,10.0 +1,n11,n,0.979691,bayesnet,BayesNet,0.971889,0.965722,0.64587,0.02,0.0,2%,2.0 +1,n11,n,0.966435,bayesnet,BayesNet,0.958465,0.974313,0.644259,0.04,0.0,4%,4.0 +1,n11,n,0.95284,bayesnet,BayesNet,0.96631,0.993197,0.683472,0.06,0.090909,6%,6.0 +1,n11,n,0.94608,bayesnet,BayesNet,0.972681,0.996791,0.678713,0.08,0.066667,8%,8.0 +1,n11,n,0.0,cdtd,CDTD,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n11,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n11,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n11,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n11,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.01,0.0,1%,1.0 +1,n11,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.1,0.0,10%,10.0 +1,n11,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.02,0.0,2%,2.0 +1,n11,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.04,0.0,4%,4.0 +1,n11,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.06,0.0,6%,6.0 +1,n11,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.08,0.0,8%,8.0 +1,n11,n,0.932474,ctgan,CTGAN,0.996656,0.98285,0.659835,1e-05,0.0,0.001%,0.001 +1,n11,n,0.932474,ctgan,CTGAN,0.996656,0.98285,0.659835,0.0001,0.0,0.01%,0.01 +1,n11,n,0.932474,ctgan,CTGAN,0.996656,0.98285,0.659835,0.001,0.0,0.1%,0.1 +1,n11,n,0.932474,ctgan,CTGAN,0.996656,0.98285,0.659835,0.005,0.0,0.5%,0.5 +1,n11,n,0.932366,ctgan,CTGAN,0.991351,0.98285,0.658067,0.01,0.0,1%,1.0 +1,n11,n,0.899985,ctgan,CTGAN,0.761528,0.951563,0.57103,0.1,0.0,10%,10.0 +1,n11,n,0.932762,ctgan,CTGAN,0.95363,0.908701,0.620777,0.02,0.0,2%,2.0 +1,n11,n,0.92655,ctgan,CTGAN,0.783827,0.81426,0.532696,0.04,0.0,4%,4.0 +1,n11,n,0.919121,ctgan,CTGAN,0.756908,0.952595,0.569834,0.06,0.0,6%,6.0 +1,n11,n,0.913605,ctgan,CTGAN,0.760879,0.951699,0.57086,0.08,0.0,8%,8.0 +1,n11,n,0.954391,forestdiffusion,ForestDiffusion,0.999338,0.995383,0.664907,1e-05,0.0,0.001%,0.001 +1,n11,n,0.954391,forestdiffusion,ForestDiffusion,0.999338,0.995383,0.664907,0.0001,0.0,0.01%,0.01 +1,n11,n,0.954391,forestdiffusion,ForestDiffusion,0.999338,0.995383,0.664907,0.001,0.0,0.1%,0.1 +1,n11,n,0.954391,forestdiffusion,ForestDiffusion,0.999338,0.995383,0.664907,0.005,0.0,0.5%,0.5 +1,n11,n,0.954254,forestdiffusion,ForestDiffusion,0.997356,0.995383,0.664246,0.01,0.0,1%,1.0 +1,n11,n,0.920086,forestdiffusion,ForestDiffusion,0.880784,0.935505,0.622096,0.1,0.05,10%,10.0 +1,n11,n,0.954094,forestdiffusion,ForestDiffusion,0.993155,0.984179,0.659112,0.02,0.0,2%,2.0 +1,n11,n,0.953406,forestdiffusion,ForestDiffusion,0.958239,0.953565,0.637268,0.04,0.0,4%,4.0 +1,n11,n,0.946627,forestdiffusion,ForestDiffusion,0.886935,0.970372,0.619102,0.06,0.0,6%,6.0 +1,n11,n,0.933371,forestdiffusion,ForestDiffusion,0.878315,0.987246,0.621854,0.08,0.0,8%,8.0 +1,n11,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n11,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n11,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n11,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n11,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.01,0.0,1%,1.0 +1,n11,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.1,0.0,10%,10.0 +1,n11,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.02,0.0,2%,2.0 +1,n11,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.04,0.0,4%,4.0 +1,n11,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.06,0.0,6%,6.0 +1,n11,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.08,0.0,8%,8.0 +1,n11,n,0.979942,realtabformer,RealTabFormer,0.999324,0.975594,0.658306,1e-05,0.0,0.001%,0.001 +1,n11,n,0.979942,realtabformer,RealTabFormer,0.999324,0.975594,0.658306,0.0001,0.0,0.01%,0.01 +1,n11,n,0.979942,realtabformer,RealTabFormer,0.999324,0.975594,0.658306,0.001,0.0,0.1%,0.1 +1,n11,n,0.979942,realtabformer,RealTabFormer,0.999324,0.975594,0.658306,0.005,0.0,0.5%,0.5 +1,n11,n,0.979801,realtabformer,RealTabFormer,0.997303,0.975594,0.657632,0.01,0.0,1%,1.0 +1,n11,n,0.932905,realtabformer,RealTabFormer,0.953063,0.982428,0.645164,0.1,0.0,10%,10.0 +1,n11,n,0.979541,realtabformer,RealTabFormer,0.992335,0.963415,0.651917,0.02,0.0,2%,2.0 +1,n11,n,0.972642,realtabformer,RealTabFormer,0.948296,0.971678,0.639991,0.04,0.0,4%,4.0 +1,n11,n,0.959404,realtabformer,RealTabFormer,0.952383,0.992099,0.648161,0.06,0.0,6%,6.0 +1,n11,n,0.946257,realtabformer,RealTabFormer,0.953779,0.997696,0.650492,0.08,0.0,8%,8.0 +1,n11,n,0.985083,tabbyflow,TabbyFlow,0.961334,0.75,0.570445,1e-05,0.0,0.001%,0.001 +1,n11,n,0.985083,tabbyflow,TabbyFlow,0.961334,0.75,0.570445,0.0001,0.0,0.01%,0.01 +1,n11,n,0.985083,tabbyflow,TabbyFlow,0.961334,0.75,0.570445,0.001,0.0,0.1%,0.1 +1,n11,n,0.985083,tabbyflow,TabbyFlow,0.961334,0.75,0.570445,0.005,0.0,0.5%,0.5 +1,n11,n,0.977577,tabbyflow,TabbyFlow,0.961334,0.75,0.570445,0.01,0.0,1%,1.0 +1,n11,n,0.929522,tabbyflow,TabbyFlow,0.945821,0.972623,0.676518,0.1,0.111111,10%,10.0 +1,n11,n,0.977562,tabbyflow,TabbyFlow,0.930435,0.844759,0.702843,0.02,0.333333,2%,2.0 +1,n11,n,0.963611,tabbyflow,TabbyFlow,0.934678,0.921785,0.66644,0.04,0.142857,4%,4.0 +1,n11,n,0.950241,tabbyflow,TabbyFlow,0.935941,0.95885,0.6619,0.06,0.090909,6%,6.0 +1,n11,n,0.943795,tabbyflow,TabbyFlow,0.938452,0.971036,0.684115,0.08,0.142857,8%,8.0 +1,n11,n,0.970537,tabddpm,TabDDPM,0.967806,0.971636,0.64648,1e-05,0.0,0.001%,0.001 +1,n11,n,0.970537,tabddpm,TabDDPM,0.967806,0.971636,0.64648,0.0001,0.0,0.01%,0.01 +1,n11,n,0.970537,tabddpm,TabDDPM,0.967806,0.971636,0.64648,0.001,0.0,0.1%,0.1 +1,n11,n,0.970537,tabddpm,TabDDPM,0.967806,0.971636,0.64648,0.005,0.0,0.5%,0.5 +1,n11,n,0.970496,tabddpm,TabDDPM,0.886282,0.971636,0.619306,0.01,0.0,1%,1.0 +1,n11,n,0.944769,tabddpm,TabDDPM,0.952637,0.971372,0.658003,0.1,0.05,10%,10.0 +1,n11,n,0.970506,tabddpm,TabDDPM,0.900212,0.981213,0.627142,0.02,0.0,2%,2.0 +1,n11,n,0.970742,tabddpm,TabDDPM,0.88645,0.964103,0.616851,0.04,0.0,4%,4.0 +1,n11,n,0.971091,tabddpm,TabDDPM,0.909648,0.965544,0.625064,0.06,0.0,6%,6.0 +1,n11,n,0.95811,tabddpm,TabDDPM,0.940354,0.967333,0.635896,0.08,0.0,8%,8.0 +1,n11,n,0.982696,tabpfgen,TabPFGen,0.994464,0.947889,0.647451,1e-05,0.0,0.001%,0.001 +1,n11,n,0.982696,tabpfgen,TabPFGen,0.994464,0.947889,0.647451,0.0001,0.0,0.01%,0.01 +1,n11,n,0.982696,tabpfgen,TabPFGen,0.994464,0.947889,0.647451,0.001,0.0,0.1%,0.1 +1,n11,n,0.982696,tabpfgen,TabPFGen,0.994464,0.947889,0.647451,0.005,0.0,0.5%,0.5 +1,n11,n,0.982546,tabpfgen,TabPFGen,0.987629,0.947889,0.645173,0.01,0.0,1%,1.0 +1,n11,n,0.92892,tabpfgen,TabPFGen,0.966176,0.986311,0.667496,0.1,0.05,10%,10.0 +1,n11,n,0.982511,tabpfgen,TabPFGen,0.942851,0.976928,0.639926,0.02,0.0,2%,2.0 +1,n11,n,0.969205,tabpfgen,TabPFGen,0.949953,0.989132,0.646362,0.04,0.0,4%,4.0 +1,n11,n,0.955583,tabpfgen,TabPFGen,0.958711,0.997915,0.652209,0.06,0.0,6%,6.0 +1,n11,n,0.942587,tabpfgen,TabPFGen,0.962104,0.999918,0.654007,0.08,0.0,8%,8.0 +1,n11,n,0.99454,tabsyn,TabSyn,0.966958,0.992084,0.653014,1e-05,0.0,0.001%,0.001 +1,n11,n,0.99454,tabsyn,TabSyn,0.966958,0.992084,0.653014,0.0001,0.0,0.01%,0.01 +1,n11,n,0.99454,tabsyn,TabSyn,0.966958,0.992084,0.653014,0.001,0.0,0.1%,0.1 +1,n11,n,0.99454,tabsyn,TabSyn,0.966958,0.992084,0.653014,0.005,0.0,0.5%,0.5 +1,n11,n,0.987847,tabsyn,TabSyn,0.966958,0.992084,0.653014,0.01,0.0,1%,1.0 +1,n11,n,0.933993,tabsyn,TabSyn,0.978696,0.998486,0.676605,0.1,0.052632,10%,10.0 +1,n11,n,0.981004,tabsyn,TabSyn,0.978651,0.970007,0.649553,0.02,0.0,2%,2.0 +1,n11,n,0.967614,tabsyn,TabSyn,0.972288,0.999835,0.657374,0.04,0.0,4%,4.0 +1,n11,n,0.960608,tabsyn,TabSyn,0.972759,0.995501,0.68639,0.06,0.090909,6%,6.0 +1,n11,n,0.947331,tabsyn,TabSyn,0.977808,0.995392,0.679956,0.08,0.066667,8%,8.0 +1,n11,n,0.943187,tvae,TVAE,0.999284,0.920844,0.640043,1e-05,0.0,0.001%,0.001 +1,n11,n,0.943187,tvae,TVAE,0.999284,0.920844,0.640043,0.0001,0.0,0.01%,0.01 +1,n11,n,0.943187,tvae,TVAE,0.999284,0.920844,0.640043,0.001,0.0,0.1%,0.1 +1,n11,n,0.943187,tvae,TVAE,0.999284,0.920844,0.640043,0.005,0.0,0.5%,0.5 +1,n11,n,0.943267,tvae,TVAE,0.997856,0.920844,0.639567,0.01,0.0,1%,1.0 +1,n11,n,0.913902,tvae,TVAE,0.799581,0.967753,0.589111,0.1,0.0,10%,10.0 +1,n11,n,0.942704,tvae,TVAE,0.952402,0.98385,0.645417,0.02,0.0,2%,2.0 +1,n11,n,0.941718,tvae,TVAE,0.904277,0.905813,0.603363,0.04,0.0,4%,4.0 +1,n11,n,0.93405,tvae,TVAE,0.822819,0.978821,0.600547,0.06,0.0,6%,6.0 +1,n11,n,0.927932,tvae,TVAE,0.795734,0.967991,0.587909,0.08,0.0,8%,8.0 +1,n12,n,0.998819,arf,ARF,1.0,0.992691,0.997564,1e-05,1.0,0.001%,0.001 +1,n12,n,0.998819,arf,ARF,1.0,0.992691,0.997564,0.0001,1.0,0.01%,0.01 +1,n12,n,0.998819,arf,ARF,1.0,0.992691,0.997564,0.001,1.0,0.1%,0.1 +1,n12,n,0.998819,arf,ARF,1.0,0.992691,0.997564,0.005,1.0,0.5%,0.5 +1,n12,n,0.998819,arf,ARF,1.0,0.992691,0.997564,0.01,1.0,1%,1.0 +1,n12,n,0.974879,arf,ARF,0.995541,0.996631,0.830724,0.1,0.5,10%,10.0 +1,n12,n,0.998819,arf,ARF,1.0,0.992691,0.997564,0.02,1.0,2%,2.0 +1,n12,n,0.998753,arf,ARF,0.996475,0.996581,0.775463,0.04,0.333333,4%,4.0 +1,n12,n,0.998753,arf,ARF,0.996475,0.996581,0.775463,0.06,0.333333,6%,6.0 +1,n12,n,0.975766,arf,ARF,0.995541,0.996631,0.830724,0.08,0.5,8%,8.0 +1,n12,n,0.994552,bayesnet,BayesNet,0.97249,0.968365,0.646951,1e-05,0.0,0.001%,0.001 +1,n12,n,0.994552,bayesnet,BayesNet,0.97249,0.968365,0.646951,0.0001,0.0,0.01%,0.01 +1,n12,n,0.994552,bayesnet,BayesNet,0.97249,0.968365,0.646951,0.001,0.0,0.1%,0.1 +1,n12,n,0.994552,bayesnet,BayesNet,0.97249,0.968365,0.646951,0.005,0.0,0.5%,0.5 +1,n12,n,0.994552,bayesnet,BayesNet,0.97249,0.968365,0.646951,0.01,0.0,1%,1.0 +1,n12,n,0.947157,bayesnet,BayesNet,0.976105,0.9595,0.711868,0.1,0.2,10%,10.0 +1,n12,n,0.994552,bayesnet,BayesNet,0.97249,0.968365,0.646951,0.02,0.0,2%,2.0 +1,n12,n,0.971999,bayesnet,BayesNet,0.97454,0.965065,0.757646,0.04,0.333333,4%,4.0 +1,n12,n,0.971999,bayesnet,BayesNet,0.97454,0.965065,0.757646,0.06,0.333333,6%,6.0 +1,n12,n,0.970763,bayesnet,BayesNet,0.976105,0.9595,0.711868,0.08,0.2,8%,8.0 +1,n12,n,0.0,cdtd,CDTD,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n12,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n12,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n12,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n12,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.01,0.0,1%,1.0 +1,n12,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.1,0.0,10%,10.0 +1,n12,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.02,0.0,2%,2.0 +1,n12,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.04,0.0,4%,4.0 +1,n12,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.06,0.0,6%,6.0 +1,n12,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.08,0.0,8%,8.0 +1,n12,n,0.909486,ctgan,CTGAN,0.996686,0.640741,0.545809,1e-05,0.0,0.001%,0.001 +1,n12,n,0.909486,ctgan,CTGAN,0.996686,0.640741,0.545809,0.0001,0.0,0.01%,0.01 +1,n12,n,0.909486,ctgan,CTGAN,0.996686,0.640741,0.545809,0.001,0.0,0.1%,0.1 +1,n12,n,0.909486,ctgan,CTGAN,0.996686,0.640741,0.545809,0.005,0.0,0.5%,0.5 +1,n12,n,0.909486,ctgan,CTGAN,0.996686,0.640741,0.545809,0.01,0.0,1%,1.0 +1,n12,n,0.897092,ctgan,CTGAN,0.923701,0.782284,0.568662,0.1,0.0,10%,10.0 +1,n12,n,0.909486,ctgan,CTGAN,0.996686,0.640741,0.545809,0.02,0.0,2%,2.0 +1,n12,n,0.903994,ctgan,CTGAN,0.955947,0.743899,0.566616,0.04,0.0,4%,4.0 +1,n12,n,0.912189,ctgan,CTGAN,0.93762,0.743899,0.560506,0.06,0.0,6%,6.0 +1,n12,n,0.900361,ctgan,CTGAN,0.941217,0.782284,0.5745,0.08,0.0,8%,8.0 +1,n12,n,0.983852,forestdiffusion,ForestDiffusion,0.922409,0.975618,0.632676,1e-05,0.0,0.001%,0.001 +1,n12,n,0.983852,forestdiffusion,ForestDiffusion,0.922409,0.975618,0.632676,0.0001,0.0,0.01%,0.01 +1,n12,n,0.983852,forestdiffusion,ForestDiffusion,0.922409,0.975618,0.632676,0.001,0.0,0.1%,0.1 +1,n12,n,0.983852,forestdiffusion,ForestDiffusion,0.922409,0.975618,0.632676,0.005,0.0,0.5%,0.5 +1,n12,n,0.983852,forestdiffusion,ForestDiffusion,0.922409,0.975618,0.632676,0.01,0.0,1%,1.0 +1,n12,n,0.915634,forestdiffusion,ForestDiffusion,0.93307,0.954538,0.629203,0.1,0.0,10%,10.0 +1,n12,n,0.983852,forestdiffusion,ForestDiffusion,0.922409,0.975618,0.632676,0.02,0.0,2%,2.0 +1,n12,n,0.961375,forestdiffusion,ForestDiffusion,0.936142,0.975791,0.637311,0.04,0.0,4%,4.0 +1,n12,n,0.961375,forestdiffusion,ForestDiffusion,0.936142,0.975791,0.637311,0.06,0.0,6%,6.0 +1,n12,n,0.938878,forestdiffusion,ForestDiffusion,0.93307,0.954538,0.629203,0.08,0.0,8%,8.0 +1,n12,n,0.984661,tabbyflow,TabbyFlow,0.910919,0.928214,0.613044,1e-05,0.0,0.001%,0.001 +1,n12,n,0.984661,tabbyflow,TabbyFlow,0.910919,0.928214,0.613044,0.0001,0.0,0.01%,0.01 +1,n12,n,0.984661,tabbyflow,TabbyFlow,0.910919,0.928214,0.613044,0.001,0.0,0.1%,0.1 +1,n12,n,0.984661,tabbyflow,TabbyFlow,0.910919,0.928214,0.613044,0.005,0.0,0.5%,0.5 +1,n12,n,0.984661,tabbyflow,TabbyFlow,0.910919,0.928214,0.613044,0.01,0.0,1%,1.0 +1,n12,n,0.958245,tabbyflow,TabbyFlow,0.938008,0.915812,0.784607,0.1,0.5,10%,10.0 +1,n12,n,0.984661,tabbyflow,TabbyFlow,0.910919,0.928214,0.613044,0.02,0.0,2%,2.0 +1,n12,n,0.961686,tabbyflow,TabbyFlow,0.938008,0.952305,0.630104,0.04,0.0,4%,4.0 +1,n12,n,0.961686,tabbyflow,TabbyFlow,0.938008,0.952305,0.630104,0.06,0.0,6%,6.0 +1,n12,n,0.939171,tabbyflow,TabbyFlow,0.938008,0.915812,0.784607,0.08,0.5,8%,8.0 +1,n12,n,0.99508,tabddpm,TabDDPM,0.988779,0.984768,0.657849,1e-05,0.0,0.001%,0.001 +1,n12,n,0.99508,tabddpm,TabDDPM,0.988779,0.984768,0.657849,0.0001,0.0,0.01%,0.01 +1,n12,n,0.99508,tabddpm,TabDDPM,0.988779,0.984768,0.657849,0.001,0.0,0.1%,0.1 +1,n12,n,0.99508,tabddpm,TabDDPM,0.988779,0.984768,0.657849,0.005,0.0,0.5%,0.5 +1,n12,n,0.99508,tabddpm,TabDDPM,0.988779,0.984768,0.657849,0.01,0.0,1%,1.0 +1,n12,n,0.948426,tabddpm,TabDDPM,0.981238,0.982624,0.721288,0.1,0.2,10%,10.0 +1,n12,n,0.99508,tabddpm,TabDDPM,0.988779,0.984768,0.657849,0.02,0.0,2%,2.0 +1,n12,n,0.972699,tabddpm,TabDDPM,0.990454,0.986792,0.770193,0.04,0.333333,4%,4.0 +1,n12,n,0.972699,tabddpm,TabDDPM,0.990454,0.986792,0.770193,0.06,0.333333,6%,6.0 +1,n12,n,0.971718,tabddpm,TabDDPM,0.981238,0.982624,0.721288,0.08,0.2,8%,8.0 +1,n12,n,0.975153,tabpfgen,TabPFGen,0.899686,0.895244,0.59831,1e-05,0.0,0.001%,0.001 +1,n12,n,0.975153,tabpfgen,TabPFGen,0.899686,0.895244,0.59831,0.0001,0.0,0.01%,0.01 +1,n12,n,0.975153,tabpfgen,TabPFGen,0.899686,0.895244,0.59831,0.001,0.0,0.1%,0.1 +1,n12,n,0.975153,tabpfgen,TabPFGen,0.899686,0.895244,0.59831,0.005,0.0,0.5%,0.5 +1,n12,n,0.975153,tabpfgen,TabPFGen,0.899686,0.895244,0.59831,0.01,0.0,1%,1.0 +1,n12,n,0.901088,tabpfgen,TabPFGen,0.87971,0.783176,0.554295,0.1,0.0,10%,10.0 +1,n12,n,0.975153,tabpfgen,TabPFGen,0.899686,0.895244,0.59831,0.02,0.0,2%,2.0 +1,n12,n,0.951834,tabpfgen,TabPFGen,0.906099,0.913474,0.606524,0.04,0.0,4%,4.0 +1,n12,n,0.951834,tabpfgen,TabPFGen,0.906099,0.913474,0.606524,0.06,0.0,6%,6.0 +1,n12,n,0.928813,tabpfgen,TabPFGen,0.87971,0.783176,0.554295,0.08,0.0,8%,8.0 +1,n12,n,0.996581,tabsyn,TabSyn,1.0,0.969592,0.989864,1e-05,1.0,0.001%,0.001 +1,n12,n,0.996581,tabsyn,TabSyn,1.0,0.969592,0.989864,0.0001,1.0,0.01%,0.01 +1,n12,n,0.996581,tabsyn,TabSyn,1.0,0.969592,0.989864,0.001,1.0,0.1%,0.1 +1,n12,n,0.996581,tabsyn,TabSyn,1.0,0.969592,0.989864,0.005,1.0,0.5%,0.5 +1,n12,n,0.996581,tabsyn,TabSyn,1.0,0.969592,0.989864,0.01,1.0,1%,1.0 +1,n12,n,0.972714,tabsyn,TabSyn,0.987258,0.9987,0.828653,0.1,0.5,10%,10.0 +1,n12,n,0.996581,tabsyn,TabSyn,1.0,0.969592,0.989864,0.02,1.0,2%,2.0 +1,n12,n,0.996284,tabsyn,TabSyn,0.983577,0.989605,0.768838,0.04,0.333333,4%,4.0 +1,n12,n,0.996284,tabsyn,TabSyn,0.983577,0.989605,0.768838,0.06,0.333333,6%,6.0 +1,n12,n,0.973386,tabsyn,TabSyn,0.987258,0.9987,0.828653,0.08,0.5,8%,8.0 +1,n12,n,0.923818,tvae,TVAE,0.986105,0.970094,0.652066,1e-05,0.0,0.001%,0.001 +1,n12,n,0.923818,tvae,TVAE,0.986105,0.970094,0.652066,0.0001,0.0,0.01%,0.01 +1,n12,n,0.923818,tvae,TVAE,0.986105,0.970094,0.652066,0.001,0.0,0.1%,0.1 +1,n12,n,0.923818,tvae,TVAE,0.986105,0.970094,0.652066,0.005,0.0,0.5%,0.5 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+1,n16,n,0.945231,arf,ARF,0.794302,0.88822,0.560841,0.005,0.0,0.5%,0.5 +1,n16,n,0.944599,arf,ARF,0.863246,0.992786,0.618677,0.01,0.0,1%,1.0 +1,n16,n,0.944572,arf,ARF,0.95335,0.992725,0.648691,0.1,0.0,10%,10.0 +1,n16,n,0.944129,arf,ARF,0.88422,0.945284,0.609835,0.02,0.0,2%,2.0 +1,n16,n,0.944067,arf,ARF,0.915932,0.996325,0.637419,0.04,0.0,4%,4.0 +1,n16,n,0.944357,arf,ARF,0.938688,0.987919,0.642202,0.06,0.0,6%,6.0 +1,n16,n,0.94446,arf,ARF,0.945338,0.999019,0.648119,0.08,0.0,8%,8.0 +1,n16,n,0.931088,bayesnet,BayesNet,0.379946,0.950521,0.443489,1e-05,0.0,0.001%,0.001 +1,n16,n,0.931088,bayesnet,BayesNet,0.379946,0.950521,0.443489,0.0001,0.0,0.01%,0.01 +1,n16,n,0.931088,bayesnet,BayesNet,0.379946,0.950521,0.443489,0.001,0.0,0.1%,0.1 +1,n16,n,0.928833,bayesnet,BayesNet,0.446005,0.826965,0.424324,0.005,0.0,0.5%,0.5 +1,n16,n,0.924418,bayesnet,BayesNet,0.467786,0.998789,0.488858,0.01,0.0,1%,1.0 +1,n16,n,0.867107,bayesnet,BayesNet,0.441323,0.745643,0.407149,0.1,0.034483,10%,10.0 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+1,n19,n,0.906623,bayesnet,BayesNet,1.0,1.0,1.0,0.0001,1.0,0.01%,0.01 +1,n19,n,0.906469,bayesnet,BayesNet,0.829545,0.4,0.493182,0.001,0.25,0.1%,0.1 +1,n19,n,0.906621,bayesnet,BayesNet,0.680309,0.818182,0.709373,0.005,0.62963,0.5%,0.5 +1,n19,n,0.905305,bayesnet,BayesNet,0.125708,0.758489,0.467146,0.01,0.517241,1%,1.0 +1,n19,n,0.853018,bayesnet,BayesNet,0.408558,0.908497,0.482798,0.1,0.131339,10%,10.0 +1,n19,n,0.898381,bayesnet,BayesNet,0.187779,0.827586,0.4079,0.02,0.208333,2%,2.0 +1,n19,n,0.884302,bayesnet,BayesNet,0.250588,0.827817,0.390915,0.04,0.09434,4%,4.0 +1,n19,n,0.871321,bayesnet,BayesNet,0.339894,0.853214,0.422394,0.06,0.074074,6%,6.0 +1,n19,n,0.861453,bayesnet,BayesNet,0.374571,0.88223,0.452109,0.08,0.099526,8%,8.0 +1,n19,n,0.034799,cdtd,CDTD,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n19,n,0.034799,cdtd,CDTD,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n19,n,0.034801,cdtd,CDTD,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n19,n,0.03481,cdtd,CDTD,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n19,n,0.034854,cdtd,CDTD,0.0,0.0,0.0,0.01,0.0,1%,1.0 +1,n19,n,0.036019,cdtd,CDTD,0.075949,0.0,0.025316,0.1,0.0,10%,10.0 +1,n19,n,0.034982,cdtd,CDTD,0.1875,0.0,0.0625,0.02,0.0,2%,2.0 +1,n19,n,0.034975,cdtd,CDTD,0.09375,0.0,0.03125,0.04,0.0,4%,4.0 +1,n19,n,0.035384,cdtd,CDTD,0.104167,0.0,0.034722,0.06,0.0,6%,6.0 +1,n19,n,0.03559,cdtd,CDTD,0.079365,0.0,0.026455,0.08,0.0,8%,8.0 +1,n19,n,0.765077,ctgan,CTGAN,0.956044,0.0,0.318681,1e-05,0.0,0.001%,0.001 +1,n19,n,0.765077,ctgan,CTGAN,0.956044,0.0,0.318681,0.0001,0.0,0.01%,0.01 +1,n19,n,0.765057,ctgan,CTGAN,0.735872,0.0,0.245291,0.001,0.0,0.1%,0.1 +1,n19,n,0.764987,ctgan,CTGAN,0.610575,0.0,0.28289,0.005,0.238095,0.5%,0.5 +1,n19,n,0.764948,ctgan,CTGAN,0.661632,0.961036,0.62121,0.01,0.240964,1%,1.0 +1,n19,n,0.755969,ctgan,CTGAN,0.684851,0.947575,0.556714,0.1,0.037717,10%,10.0 +1,n19,n,0.764354,ctgan,CTGAN,0.738787,0.853852,0.59061,0.02,0.179191,2%,2.0 +1,n19,n,0.76322,ctgan,CTGAN,0.726744,0.874977,0.564291,0.04,0.091153,4%,4.0 +1,n19,n,0.761092,ctgan,CTGAN,0.695528,0.905289,0.55386,0.06,0.060764,6%,6.0 +1,n19,n,0.759243,ctgan,CTGAN,0.687868,0.932058,0.555848,0.08,0.047619,8%,8.0 +1,n19,n,0.688203,tabddpm,TabDDPM,0.99982,0.0,0.333273,1e-05,0.0,0.001%,0.001 +1,n19,n,0.688203,tabddpm,TabDDPM,0.99982,0.0,0.333273,0.0001,0.0,0.01%,0.01 +1,n19,n,0.688208,tabddpm,TabDDPM,0.9974,0.0,0.332467,0.001,0.0,0.1%,0.1 +1,n19,n,0.688194,tabddpm,TabDDPM,0.990644,0.0,0.330215,0.005,0.0,0.5%,0.5 +1,n19,n,0.688616,tabddpm,TabDDPM,0.761223,2.1e-05,0.253748,0.01,0.0,1%,1.0 +1,n19,n,0.66432,tabddpm,TabDDPM,0.014582,0.012175,0.03039,0.1,0.064412,10%,10.0 +1,n19,n,0.686979,tabddpm,TabDDPM,0.658861,8e-05,0.222172,0.02,0.007576,2%,2.0 +1,n19,n,0.680935,tabddpm,TabDDPM,0.60356,7.5e-05,0.207622,0.04,0.019231,4%,4.0 +1,n19,n,0.675278,tabddpm,TabDDPM,0.010924,0.021653,0.022144,0.06,0.033854,6%,6.0 +1,n19,n,0.669495,tabddpm,TabDDPM,0.012951,0.015593,0.024666,0.08,0.045455,8%,8.0 +1,n19,n,0.985807,tabpfgen,TabPFGen,0.833333,0.0,0.277778,1e-05,0.0,0.001%,0.001 +1,n19,n,0.985807,tabpfgen,TabPFGen,0.833333,0.0,0.277778,0.0001,0.0,0.01%,0.01 +1,n19,n,0.985347,tabpfgen,TabPFGen,0.857143,1.0,0.761905,0.001,0.428571,0.1%,0.1 +1,n19,n,0.985805,tabpfgen,TabPFGen,0.756098,0.954545,0.742628,0.005,0.517241,0.5%,0.5 +1,n19,n,0.984553,tabpfgen,TabPFGen,0.906938,0.958192,0.777266,0.01,0.466667,1%,1.0 +1,n19,n,0.933769,tabpfgen,TabPFGen,0.953553,0.99843,0.692058,0.1,0.124191,10%,10.0 +1,n19,n,0.977853,tabpfgen,TabPFGen,0.935034,0.96786,0.698225,0.02,0.191781,2%,2.0 +1,n19,n,0.964925,tabpfgen,TabPFGen,0.946131,0.974826,0.674074,0.04,0.101266,4%,4.0 +1,n19,n,0.952477,tabpfgen,TabPFGen,0.952,0.983149,0.672712,0.06,0.082988,6%,6.0 +1,n19,n,0.942401,tabpfgen,TabPFGen,0.95256,0.994194,0.681515,0.08,0.097792,8%,8.0 +1,n19,n,0.869095,tvae,TVAE,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n19,n,0.869095,tvae,TVAE,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n19,n,0.869511,tvae,TVAE,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n19,n,0.87133,tvae,TVAE,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n19,n,0.872599,tvae,TVAE,0.941626,0.993336,0.65179,0.01,0.020408,1%,1.0 +1,n19,n,0.873029,tvae,TVAE,0.912657,0.930947,0.615209,0.1,0.002024,10%,10.0 +1,n19,n,0.872531,tvae,TVAE,0.94265,0.982735,0.645196,0.02,0.010204,2%,2.0 +1,n19,n,0.872541,tvae,TVAE,0.936104,0.957502,0.632894,0.04,0.005076,4%,4.0 +1,n19,n,0.872487,tvae,TVAE,0.9288,0.959379,0.630519,0.06,0.003378,6%,6.0 +1,n19,n,0.872658,tvae,TVAE,0.922274,0.945396,0.623401,0.08,0.002532,8%,8.0 +1,n2,n,0.456713,arf,ARF,0.984375,0.969231,0.651202,1e-05,0.0,0.001%,0.001 +1,n2,n,0.456713,arf,ARF,0.984375,0.969231,0.651202,0.0001,0.0,0.01%,0.01 +1,n2,n,0.456738,arf,ARF,0.969231,0.969231,0.646154,0.001,0.0,0.1%,0.1 +1,n2,n,0.456911,arf,ARF,0.875,0.969231,0.614744,0.005,0.0,0.5%,0.5 +1,n2,n,0.457134,arf,ARF,0.777778,0.969231,0.582336,0.01,0.0,1%,1.0 +1,n2,n,0.457135,arf,ARF,0.625,0.989726,0.538242,0.1,0.0,10%,10.0 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+1,n2,n,0.333395,ctgan,CTGAN,0.722222,1.0,0.574074,0.01,0.0,1%,1.0 +1,n2,n,0.330084,ctgan,CTGAN,0.542214,0.989726,0.510647,0.1,0.0,10%,10.0 +1,n2,n,0.333805,ctgan,CTGAN,0.570175,1.0,0.523392,0.02,0.0,2%,2.0 +1,n2,n,0.332839,ctgan,CTGAN,0.544186,0.847826,0.464004,0.04,0.0,4%,4.0 +1,n2,n,0.332824,ctgan,CTGAN,0.613158,0.911215,0.508124,0.06,0.0,6%,6.0 +1,n2,n,0.329195,ctgan,CTGAN,0.597107,0.989726,0.528944,0.08,0.0,8%,8.0 +1,n2,n,0.389503,forestdiffusion,ForestDiffusion,0.984127,0.953846,0.645991,1e-05,0.0,0.001%,0.001 +1,n2,n,0.389503,forestdiffusion,ForestDiffusion,0.984127,0.953846,0.645991,0.0001,0.0,0.01%,0.01 +1,n2,n,0.38954,forestdiffusion,ForestDiffusion,0.953846,0.953846,0.635897,0.001,0.0,0.1%,0.1 +1,n2,n,0.38969,forestdiffusion,ForestDiffusion,0.849315,0.953846,0.601054,0.005,0.0,0.5%,0.5 +1,n2,n,0.389878,forestdiffusion,ForestDiffusion,0.746988,0.953846,0.566945,0.01,0.0,1%,1.0 +1,n2,n,0.385883,forestdiffusion,ForestDiffusion,0.618421,0.873288,0.497236,0.1,0.0,10%,10.0 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+1,n20,n,0.988342,tabpfgen,TabPFGen,0.998721,0.948856,0.649192,0.001,0.0,0.1%,0.1 +1,n20,n,0.988342,tabpfgen,TabPFGen,0.998721,0.948856,0.649192,0.005,0.0,0.5%,0.5 +1,n20,n,0.988342,tabpfgen,TabPFGen,0.998721,0.948856,0.649192,0.01,0.0,1%,1.0 +1,n20,n,0.937914,tabpfgen,TabPFGen,0.986351,0.993715,0.701689,0.1,0.125,10%,10.0 +1,n20,n,0.988342,tabpfgen,TabPFGen,0.998721,0.948856,0.649192,0.02,0.0,2%,2.0 +1,n20,n,0.987721,tabpfgen,TabPFGen,0.982492,0.976016,0.652836,0.04,0.0,4%,4.0 +1,n20,n,0.971066,tabpfgen,TabPFGen,0.985144,0.983636,0.65626,0.06,0.0,6%,6.0 +1,n20,n,0.954376,tabpfgen,TabPFGen,0.986351,0.993715,0.660022,0.08,0.0,8%,8.0 +1,n20,n,0.832316,tabsyn,TabSyn,0.644491,0.12786,0.25745,1e-05,0.0,0.001%,0.001 +1,n20,n,0.832316,tabsyn,TabSyn,0.644491,0.12786,0.25745,0.0001,0.0,0.01%,0.01 +1,n20,n,0.832316,tabsyn,TabSyn,0.644491,0.12786,0.25745,0.001,0.0,0.1%,0.1 +1,n20,n,0.832316,tabsyn,TabSyn,0.644491,0.12786,0.25745,0.005,0.0,0.5%,0.5 +1,n20,n,0.832316,tabsyn,TabSyn,0.644491,0.12786,0.25745,0.01,0.0,1%,1.0 +1,n20,n,0.772848,tabsyn,TabSyn,0.4495,0.968905,0.472802,0.1,0.0,10%,10.0 +1,n20,n,0.832316,tabsyn,TabSyn,0.644491,0.12786,0.25745,0.02,0.0,2%,2.0 +1,n20,n,0.808419,tabsyn,TabSyn,0.383623,0.620919,0.334847,0.04,0.0,4%,4.0 +1,n20,n,0.792469,tabsyn,TabSyn,0.40465,0.940292,0.448314,0.06,0.0,6%,6.0 +1,n20,n,0.789063,tabsyn,TabSyn,0.477797,0.968905,0.482234,0.08,0.0,8%,8.0 +1,n20,n,0.677758,tvae,TVAE,0.592706,0.012113,0.201606,1e-05,0.0,0.001%,0.001 +1,n20,n,0.677758,tvae,TVAE,0.592706,0.012113,0.201606,0.0001,0.0,0.01%,0.01 +1,n20,n,0.677758,tvae,TVAE,0.592706,0.012113,0.201606,0.001,0.0,0.1%,0.1 +1,n20,n,0.677758,tvae,TVAE,0.592706,0.012113,0.201606,0.005,0.0,0.5%,0.5 +1,n20,n,0.677758,tvae,TVAE,0.592706,0.012113,0.201606,0.01,0.0,1%,1.0 +1,n20,n,0.63239,tvae,TVAE,0.168214,0.222957,0.13039,0.1,0.0,10%,10.0 +1,n20,n,0.677758,tvae,TVAE,0.592706,0.012113,0.201606,0.02,0.0,2%,2.0 +1,n20,n,0.653991,tvae,TVAE,0.495134,0.005996,0.167043,0.04,0.0,4%,4.0 +1,n20,n,0.652734,tvae,TVAE,0.445991,0.003981,0.14999,0.06,0.0,6%,6.0 +1,n20,n,0.64283,tvae,TVAE,0.168214,0.222957,0.13039,0.08,0.0,8%,8.0 +2,n3,n,0.952249,arf,ARF,0.996814,0.752988,0.583268,1e-05,0.0,0.001%,0.001 +2,n3,n,0.952249,arf,ARF,0.996814,0.752988,0.583268,0.0001,0.0,0.01%,0.01 +2,n3,n,0.952249,arf,ARF,0.996814,0.752988,0.583268,0.001,0.0,0.1%,0.1 +2,n3,n,0.952249,arf,ARF,0.996814,0.752988,0.583268,0.005,0.0,0.5%,0.5 +2,n3,n,0.951507,arf,ARF,0.941965,0.88086,0.607608,0.01,0.0,1%,1.0 +2,n3,n,0.945674,arf,ARF,0.899609,0.956673,0.626008,0.1,0.021739,10%,10.0 +2,n3,n,0.95125,arf,ARF,0.947939,0.914524,0.620821,0.02,0.0,2%,2.0 +2,n3,n,0.950686,arf,ARF,0.94989,0.915871,0.62192,0.04,0.0,4%,4.0 +2,n3,n,0.952314,arf,ARF,0.938787,0.954797,0.631194,0.06,0.0,6%,6.0 +2,n3,n,0.951848,arf,ARF,0.937573,0.927,0.621525,0.08,0.0,8%,8.0 +2,n3,n,0.983464,bayesnet,BayesNet,0.751649,0.446215,0.399288,1e-05,0.0,0.001%,0.001 +2,n3,n,0.983464,bayesnet,BayesNet,0.751649,0.446215,0.399288,0.0001,0.0,0.01%,0.01 +2,n3,n,0.983464,bayesnet,BayesNet,0.751649,0.446215,0.399288,0.001,0.0,0.1%,0.1 +2,n3,n,0.983464,bayesnet,BayesNet,0.751649,0.446215,0.399288,0.005,0.0,0.5%,0.5 +2,n3,n,0.976322,bayesnet,BayesNet,0.811786,0.46875,0.426845,0.01,0.0,1%,1.0 +2,n3,n,0.943361,bayesnet,BayesNet,0.895515,0.824263,0.684779,0.1,0.334559,10%,10.0 +2,n3,n,0.969214,bayesnet,BayesNet,0.841286,0.614396,0.551894,0.02,0.2,2%,2.0 +2,n3,n,0.965604,bayesnet,BayesNet,0.864868,0.701323,0.582248,0.04,0.180556,4%,4.0 +2,n3,n,0.952402,bayesnet,BayesNet,0.88608,0.802612,0.653806,0.06,0.272727,6%,6.0 +2,n3,n,0.948176,bayesnet,BayesNet,0.891431,0.773796,0.636028,0.08,0.242857,8%,8.0 +1,n3,n,0.0,cdtd,CDTD,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n3,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n3,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n3,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n3,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.01,0.0,1%,1.0 +1,n3,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.1,0.0,10%,10.0 +1,n3,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.02,0.0,2%,2.0 +1,n3,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.04,0.0,4%,4.0 +1,n3,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.06,0.0,6%,6.0 +1,n3,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.08,0.0,8%,8.0 +2,n3,n,0.853619,ctgan,CTGAN,0.376143,0.0,0.125381,1e-05,0.0,0.001%,0.001 +2,n3,n,0.853619,ctgan,CTGAN,0.376143,0.0,0.125381,0.0001,0.0,0.01%,0.01 +2,n3,n,0.853619,ctgan,CTGAN,0.376143,0.0,0.125381,0.001,0.0,0.1%,0.1 +2,n3,n,0.853619,ctgan,CTGAN,0.376143,0.0,0.125381,0.005,0.0,0.5%,0.5 +2,n3,n,0.840817,ctgan,CTGAN,0.184604,0.0,0.061535,0.01,0.0,1%,1.0 +2,n3,n,0.802667,ctgan,CTGAN,0.358382,0.66768,0.349957,0.1,0.02381,10%,10.0 +2,n3,n,0.840087,ctgan,CTGAN,0.291772,0.298843,0.230206,0.02,0.1,2%,2.0 +2,n3,n,0.829366,ctgan,CTGAN,0.345115,0.279941,0.226871,0.04,0.055556,4%,4.0 +2,n3,n,0.819875,ctgan,CTGAN,0.40874,0.417127,0.28811,0.06,0.038462,6%,6.0 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+2,n3,n,0.975273,realtabformer,RealTabFormer,0.969522,0.991468,0.757632,0.08,0.311905,8%,8.0 +1,n3,n,0.970633,tabbyflow,TabbyFlow,0.612509,0.85259,0.488366,1e-05,0.0,0.001%,0.001 +1,n3,n,0.970633,tabbyflow,TabbyFlow,0.612509,0.85259,0.488366,0.0001,0.0,0.01%,0.01 +1,n3,n,0.970633,tabbyflow,TabbyFlow,0.612509,0.85259,0.488366,0.001,0.0,0.1%,0.1 +1,n3,n,0.970633,tabbyflow,TabbyFlow,0.612509,0.85259,0.488366,0.005,0.0,0.5%,0.5 +1,n3,n,0.964284,tabbyflow,TabbyFlow,0.621104,0.851562,0.490889,0.01,0.0,1%,1.0 +1,n3,n,0.906853,tabbyflow,TabbyFlow,0.758345,0.702341,0.520229,0.1,0.1,10%,10.0 +1,n3,n,0.957917,tabbyflow,TabbyFlow,0.695908,0.924165,0.540024,0.02,0.0,2%,2.0 +1,n3,n,0.945518,tabbyflow,TabbyFlow,0.73888,0.882439,0.54044,0.04,0.0,4%,4.0 +1,n3,n,0.933489,tabbyflow,TabbyFlow,0.771217,0.916123,0.562447,0.06,0.0,6%,6.0 +1,n3,n,0.920898,tabbyflow,TabbyFlow,0.743045,0.697383,0.499751,0.08,0.058824,8%,8.0 +2,n3,n,0.96135,tabddpm,TabDDPM,0.996528,0.856574,0.6177,1e-05,0.0,0.001%,0.001 +2,n3,n,0.96135,tabddpm,TabDDPM,0.996528,0.856574,0.6177,0.0001,0.0,0.01%,0.01 +2,n3,n,0.96135,tabddpm,TabDDPM,0.996528,0.856574,0.6177,0.001,0.0,0.1%,0.1 +2,n3,n,0.96135,tabddpm,TabDDPM,0.996528,0.856574,0.6177,0.005,0.0,0.5%,0.5 +2,n3,n,0.960917,tabddpm,TabDDPM,0.989699,0.841797,0.610499,0.01,0.0,1%,1.0 +2,n3,n,0.936087,tabddpm,TabDDPM,0.846134,0.983734,0.641701,0.1,0.095238,10%,10.0 +2,n3,n,0.960417,tabddpm,TabDDPM,0.954827,0.911311,0.622046,0.02,0.0,2%,2.0 +2,n3,n,0.960017,tabddpm,TabDDPM,0.887517,0.996693,0.62807,0.04,0.0,4%,4.0 +2,n3,n,0.961418,tabddpm,TabDDPM,0.85736,0.971622,0.609661,0.06,0.0,6%,6.0 +2,n3,n,0.952325,tabddpm,TabDDPM,0.845345,0.974403,0.625101,0.08,0.055556,8%,8.0 +1,n3,n,0.988097,tabdiff,TabDiff,0.930889,0.968127,0.633006,1e-05,0.0,0.001%,0.001 +1,n3,n,0.988097,tabdiff,TabDiff,0.930889,0.968127,0.633006,0.0001,0.0,0.01%,0.01 +1,n3,n,0.988097,tabdiff,TabDiff,0.930889,0.968127,0.633006,0.001,0.0,0.1%,0.1 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+1,n6,n,0.924489,bayesnet,BayesNet,0.690899,0.652742,0.44788,0.001,0.0,0.1%,0.1 +1,n6,n,0.924489,bayesnet,BayesNet,0.690899,0.652742,0.44788,0.005,0.0,0.5%,0.5 +1,n6,n,0.919888,bayesnet,BayesNet,0.718538,0.636822,0.451787,0.01,0.0,1%,1.0 +1,n6,n,0.872512,bayesnet,BayesNet,0.851583,0.689224,0.590525,0.1,0.230769,10%,10.0 +1,n6,n,0.910559,bayesnet,BayesNet,0.76066,0.718394,0.493018,0.02,0.0,2%,2.0 +1,n6,n,0.901113,bayesnet,BayesNet,0.779991,0.770361,0.57234,0.04,0.166667,4%,4.0 +1,n6,n,0.895108,bayesnet,BayesNet,0.810997,0.704069,0.588355,0.06,0.25,6%,6.0 +1,n6,n,0.888226,bayesnet,BayesNet,0.839364,0.687099,0.588186,0.08,0.238095,8%,8.0 +1,n6,n,0.0,cdtd,CDTD,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n6,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n6,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n6,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n6,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.01,0.0,1%,1.0 +1,n6,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.1,0.0,10%,10.0 +1,n6,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.02,0.0,2%,2.0 +1,n6,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.04,0.0,4%,4.0 +1,n6,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.06,0.0,6%,6.0 +1,n6,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.08,0.0,8%,8.0 +1,n6,n,0.953014,ctgan,CTGAN,0.997722,0.856397,0.61804,1e-05,0.0,0.001%,0.001 +1,n6,n,0.953014,ctgan,CTGAN,0.997722,0.856397,0.61804,0.0001,0.0,0.01%,0.01 +1,n6,n,0.953014,ctgan,CTGAN,0.997722,0.856397,0.61804,0.001,0.0,0.1%,0.1 +1,n6,n,0.953014,ctgan,CTGAN,0.997722,0.856397,0.61804,0.005,0.0,0.5%,0.5 +1,n6,n,0.95281,ctgan,CTGAN,0.934167,0.680958,0.538375,0.01,0.0,1%,1.0 +1,n6,n,0.893702,ctgan,CTGAN,0.783632,0.821629,0.545504,0.1,0.03125,10%,10.0 +1,n6,n,0.947558,ctgan,CTGAN,0.777328,0.884961,0.601715,0.02,0.142857,2%,2.0 +1,n6,n,0.939596,ctgan,CTGAN,0.769419,0.878952,0.575098,0.04,0.076923,4%,4.0 +1,n6,n,0.926524,ctgan,CTGAN,0.776969,0.881156,0.570252,0.06,0.052632,6%,6.0 +1,n6,n,0.913257,ctgan,CTGAN,0.780894,0.850449,0.557114,0.08,0.04,8%,8.0 +1,n6,n,0.944632,forestdiffusion,ForestDiffusion,0.605621,0.396867,0.334163,1e-05,0.0,0.001%,0.001 +1,n6,n,0.944632,forestdiffusion,ForestDiffusion,0.605621,0.396867,0.334163,0.0001,0.0,0.01%,0.01 +1,n6,n,0.944632,forestdiffusion,ForestDiffusion,0.605621,0.396867,0.334163,0.001,0.0,0.1%,0.1 +1,n6,n,0.944632,forestdiffusion,ForestDiffusion,0.605621,0.396867,0.334163,0.005,0.0,0.5%,0.5 +1,n6,n,0.939711,forestdiffusion,ForestDiffusion,0.681968,0.619168,0.433712,0.01,0.0,1%,1.0 +1,n6,n,0.867655,forestdiffusion,ForestDiffusion,0.766462,0.626532,0.464331,0.1,0.0,10%,10.0 +1,n6,n,0.930528,forestdiffusion,ForestDiffusion,0.723905,0.695626,0.473177,0.02,0.0,2%,2.0 +1,n6,n,0.916689,forestdiffusion,ForestDiffusion,0.743471,0.617375,0.453615,0.04,0.0,4%,4.0 +1,n6,n,0.900954,forestdiffusion,ForestDiffusion,0.745257,0.568522,0.437926,0.06,0.0,6%,6.0 +1,n6,n,0.885283,forestdiffusion,ForestDiffusion,0.750979,0.575899,0.442293,0.08,0.0,8%,8.0 +1,n6,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n6,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n6,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n6,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n6,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.01,0.0,1%,1.0 +1,n6,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.1,0.0,10%,10.0 +1,n6,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.02,0.0,2%,2.0 +1,n6,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.04,0.0,4%,4.0 +1,n6,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.06,0.0,6%,6.0 +1,n6,n,0.0,goggle,GOGGLE,0.0,0.0,0.0,0.08,0.0,8%,8.0 +1,n6,n,0.97672,realtabformer,RealTabFormer,0.99784,0.793734,0.597191,1e-05,0.0,0.001%,0.001 +1,n6,n,0.97672,realtabformer,RealTabFormer,0.99784,0.793734,0.597191,0.0001,0.0,0.01%,0.01 +1,n6,n,0.97672,realtabformer,RealTabFormer,0.99784,0.793734,0.597191,0.001,0.0,0.1%,0.1 +1,n6,n,0.97672,realtabformer,RealTabFormer,0.99784,0.793734,0.597191,0.005,0.0,0.5%,0.5 +1,n6,n,0.976413,realtabformer,RealTabFormer,0.961628,0.880202,0.613943,0.01,0.0,1%,1.0 +1,n6,n,0.938932,realtabformer,RealTabFormer,0.920206,0.885853,0.647997,0.1,0.137931,10%,10.0 +1,n6,n,0.975989,realtabformer,RealTabFormer,0.973801,0.861594,0.611798,0.02,0.0,2%,2.0 +1,n6,n,0.975353,realtabformer,RealTabFormer,0.953267,0.873842,0.664592,0.04,0.166667,4%,4.0 +1,n6,n,0.966124,realtabformer,RealTabFormer,0.933814,0.888223,0.666169,0.06,0.176471,6%,6.0 +1,n6,n,0.954886,realtabformer,RealTabFormer,0.923726,0.893935,0.663858,0.08,0.173913,8%,8.0 +1,n6,n,0.970788,tabbyflow,TabbyFlow,0.820511,0.937337,0.585949,1e-05,0.0,0.001%,0.001 +1,n6,n,0.970788,tabbyflow,TabbyFlow,0.820511,0.937337,0.585949,0.0001,0.0,0.01%,0.01 +1,n6,n,0.970788,tabbyflow,TabbyFlow,0.820511,0.937337,0.585949,0.001,0.0,0.1%,0.1 +1,n6,n,0.970788,tabbyflow,TabbyFlow,0.820511,0.937337,0.585949,0.005,0.0,0.5%,0.5 +1,n6,n,0.966543,tabbyflow,TabbyFlow,0.808857,0.969735,0.592864,0.01,0.0,1%,1.0 +1,n6,n,0.911544,tabbyflow,TabbyFlow,0.860655,0.996553,0.641291,0.1,0.066667,10%,10.0 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+1,n7,n,0.959437,arf,ARF,0.97137,0.972777,0.648049,0.08,0.0,8%,8.0 +1,n7,n,0.993669,bayesnet,BayesNet,1.0,0.962963,0.987654,1e-05,1.0,0.001%,0.001 +1,n7,n,0.993669,bayesnet,BayesNet,1.0,0.962963,0.987654,0.0001,1.0,0.01%,0.01 +1,n7,n,0.993669,bayesnet,BayesNet,1.0,0.962963,0.987654,0.001,1.0,0.1%,0.1 +1,n7,n,0.993664,bayesnet,BayesNet,1.0,0.962963,0.987654,0.005,1.0,0.5%,0.5 +1,n7,n,0.993659,bayesnet,BayesNet,1.0,0.962963,0.987654,0.01,1.0,1%,1.0 +1,n7,n,0.968964,bayesnet,BayesNet,0.967816,0.99845,0.822088,0.1,0.5,10%,10.0 +1,n7,n,0.993668,bayesnet,BayesNet,0.976643,0.988304,0.988316,0.02,1.0,2%,2.0 +1,n7,n,0.993645,bayesnet,BayesNet,0.974605,0.99144,0.988682,0.04,1.0,4%,4.0 +1,n7,n,0.993652,bayesnet,BayesNet,0.981686,0.98894,0.990209,0.06,1.0,6%,6.0 +1,n7,n,0.984209,bayesnet,BayesNet,0.966314,0.993285,0.870591,0.08,0.652174,8%,8.0 +1,n7,n,0.0,cdtd,CDTD,0.0,0.0,0.0,1e-05,0.0,0.001%,0.001 +1,n7,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.0001,0.0,0.01%,0.01 +1,n7,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.001,0.0,0.1%,0.1 +1,n7,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.005,0.0,0.5%,0.5 +1,n7,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.01,0.0,1%,1.0 +1,n7,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.1,0.0,10%,10.0 +1,n7,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.02,0.0,2%,2.0 +1,n7,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.04,0.0,4%,4.0 +1,n7,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.06,0.0,6%,6.0 +1,n7,n,0.0,cdtd,CDTD,0.0,0.0,0.0,0.08,0.0,8%,8.0 +1,n7,n,0.913916,ctgan,CTGAN,0.998344,0.0,0.332781,1e-05,0.0,0.001%,0.001 +1,n7,n,0.913916,ctgan,CTGAN,0.998344,0.0,0.332781,0.0001,0.0,0.01%,0.01 +1,n7,n,0.913916,ctgan,CTGAN,0.998344,0.0,0.332781,0.001,0.0,0.1%,0.1 +1,n7,n,0.912617,ctgan,CTGAN,0.9933,0.0,0.3311,0.005,0.0,0.5%,0.5 +1,n7,n,0.911304,ctgan,CTGAN,0.992693,0.0,0.330898,0.01,0.0,1%,1.0 +1,n7,n,0.871127,ctgan,CTGAN,0.642199,0.486822,0.37634,0.1,0.0,10%,10.0 +1,n7,n,0.909084,ctgan,CTGAN,0.790402,0.0,0.263467,0.02,0.0,2%,2.0 +1,n7,n,0.905686,ctgan,CTGAN,0.726647,0.0,0.242216,0.04,0.0,4%,4.0 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+1,n8,n,0.484089,tabbyflow,TabbyFlow,0.002924,0.003425,0.002116,0.01,0.0,1%,1.0 +1,n8,n,0.488415,tabbyflow,TabbyFlow,0.012403,0.014731,0.00952,0.1,0.001424,10%,10.0 +1,n8,n,0.484542,tabbyflow,TabbyFlow,0.002933,0.003425,0.002646,0.02,0.001582,2%,2.0 +1,n8,n,0.485464,tabbyflow,TabbyFlow,0.007782,0.013699,0.007556,0.04,0.001186,4%,4.0 +1,n8,n,0.48641,tabbyflow,TabbyFlow,0.014365,0.010845,0.009107,0.06,0.002111,6%,6.0 +1,n8,n,0.487394,tabbyflow,TabbyFlow,0.011209,0.009418,0.007469,0.08,0.001781,8%,8.0 +1,n8,n,0.471365,tabsyn,TabSyn,0.666667,0.0,0.222222,1e-05,0.0,0.001%,0.001 +1,n8,n,0.471349,tabsyn,TabSyn,0.285714,0.666667,0.31746,0.0001,0.0,0.01%,0.01 +1,n8,n,0.471364,tabsyn,TabSyn,0.066667,0.233333,0.1,0.001,0.0,0.1%,0.1 +1,n8,n,0.471382,tabsyn,TabSyn,0.013699,0.047945,0.020548,0.005,0.0,0.5%,0.5 +1,n8,n,0.4716,tabsyn,TabSyn,0.011544,0.030822,0.014122,0.01,0.0,1%,1.0 +1,n8,n,0.475696,tabsyn,TabSyn,0.013322,0.260363,0.091417,0.1,0.000565,10%,10.0 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+1,n9,n,0.98612,arf,ARF,0.912769,0.981402,0.63139,0.0001,0.0,0.01%,0.01 +1,n9,n,0.98612,arf,ARF,0.912769,0.981402,0.63139,0.001,0.0,0.1%,0.1 +1,n9,n,0.98612,arf,ARF,0.912769,0.981402,0.63139,0.005,0.0,0.5%,0.5 +1,n9,n,0.981076,arf,ARF,0.917865,0.996521,0.74924,0.01,0.333333,1%,1.0 +1,n9,n,0.938169,arf,ARF,0.94968,0.959831,0.708968,0.1,0.217391,10%,10.0 +1,n9,n,0.981003,arf,ARF,0.921527,0.953923,0.691817,0.02,0.2,2%,2.0 +1,n9,n,0.965579,arf,ARF,0.921494,0.934343,0.685279,0.04,0.2,4%,4.0 +1,n9,n,0.95983,arf,ARF,0.931271,0.953259,0.7051,0.06,0.230769,6%,6.0 +1,n9,n,0.948978,arf,ARF,0.942789,0.938893,0.679859,0.08,0.157895,8%,8.0 +1,n9,n,0.988721,bayesnet,BayesNet,0.832204,0.856938,0.563047,1e-05,0.0,0.001%,0.001 +1,n9,n,0.988721,bayesnet,BayesNet,0.832204,0.856938,0.563047,0.0001,0.0,0.01%,0.01 +1,n9,n,0.988721,bayesnet,BayesNet,0.832204,0.856938,0.563047,0.001,0.0,0.1%,0.1 +1,n9,n,0.988721,bayesnet,BayesNet,0.832204,0.856938,0.563047,0.005,0.0,0.5%,0.5 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0000000000000000000000000000000000000000..4af7ee136279a0e898684a4e325e2d1c44e053bf --- /dev/null +++ b/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/global_threshold_summary.csv @@ -0,0 +1,11 @@ +asset_count,head_proxy_mean,head_proxy_median,subgroup_keep_ratio,tail_anchor_coverage_mean,tail_concentration_consistency_mean,tail_head_gap_mean,tail_mass_similarity_mean,tail_overall_mean,tail_overall_median,tail_overall_p25,tail_overall_p75,tail_ratio,tail_set_consistency_mean,threshold_label,threshold_pct +546,0.641954,0.819599,0.9,0.627313,0.517747,0.229437,0.529898,0.412518,0.464203,0.066692,0.670455,0.1,0.189908,10%,10.0 +546,0.645873,0.819025,0.92,0.620078,0.514021,0.244943,0.501213,0.40093,0.446897,0.057545,0.654427,0.08,0.187556,8%,8.0 +546,0.649469,0.825357,0.94,0.611325,0.50861,0.262599,0.473862,0.38687,0.424646,0.051602,0.640958,0.06,0.178139,6%,6.0 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b/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/model_fragility_summary.csv new file mode 100644 index 0000000000000000000000000000000000000000..884b57c48870d360aff0611ed2537ee30fabfaf3 --- /dev/null +++ b/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/model_fragility_summary.csv @@ -0,0 +1,15 @@ +anchor_tail_score,anchor_threshold_label,anchor_to_rarest_fragility_drop,fragility_10_to_0_001,fragility_10_to_0_1,fragility_10_to_0_5,model_id,model_label,primary_comparison_label,primary_comparison_tail_score,primary_fragility_drop,rarest_tail_score,rarest_threshold_label,secondary_comparison_label,secondary_comparison_tail_score,secondary_fragility_drop,tail_0_001pct,tail_0_1pct,tail_0_5pct,tail_10pct,tail_at_0_001,tail_at_0_1,tail_at_0_5,tail_at_10 +0.594164,10%,0.145484,0.145484,0.123362,0.091629,arf,ARF,0.5%,0.502535,0.091629,0.44868,0.001%,0.1%,0.470802,0.123362,0.44868,0.470802,0.502535,0.594164,0.44868,0.470802,0.502535,0.594164 +0.516451,10%,0.010448,0.010448,0.042024,0.035162,bayesnet,BayesNet,0.5%,0.481289,0.035162,0.506003,0.001%,0.1%,0.474427,0.042024,0.506003,0.474427,0.481289,0.516451,0.506003,0.474427,0.481289,0.516451 +0.033327,10%,-0.00425,-0.00425,0.000787,0.001832,cdtd,CDTD,0.5%,0.031495,0.001832,0.037577,0.001%,0.1%,0.03254,0.000787,0.037577,0.03254,0.031495,0.033327,0.037577,0.03254,0.031495,0.033327 +0.0,10%,0.0,0.0,0.0,0.0,codi,CoDi,0.5%,0.0,0.0,0.0,0.001%,0.1%,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +0.417405,10%,0.073282,0.073282,0.078903,0.098548,ctgan,CTGAN,0.5%,0.318857,0.098548,0.344123,0.001%,0.1%,0.338502,0.078903,0.344123,0.338502,0.318857,0.417405,0.344123,0.338502,0.318857,0.417405 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a/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/model_threshold_summary.csv b/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/model_threshold_summary.csv new file mode 100644 index 0000000000000000000000000000000000000000..cee077c4c49b4b128a78f2d97b5ca1595dad89cf --- /dev/null +++ b/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/model_threshold_summary.csv @@ -0,0 +1,141 @@ +asset_count,head_proxy_overall_score,model_id,model_label,tail_anchor_coverage,tail_concentration_consistency,tail_head_gap,tail_mass_similarity,tail_overall_score,tail_ratio,tail_set_consistency,threshold_label,threshold_pct +51,0.831607,arf,ARF,0.718954,0.717648,0.382927,0.461725,0.44868,1e-05,0.166667,0.001%,0.001 +51,0.831604,arf,ARF,0.737808,0.715089,0.372389,0.494342,0.459216,0.0001,0.168216,0.01%,0.01 +51,0.831572,arf,ARF,0.75677,0.682867,0.360769,0.55237,0.470802,0.001,0.177171,0.1%,0.1 +51,0.83145,arf,ARF,0.778594,0.673808,0.328915,0.624157,0.502535,0.005,0.20964,0.5%,0.5 +51,0.830695,arf,ARF,0.781776,0.671807,0.324749,0.646706,0.505946,0.01,0.199325,1%,1.0 +51,0.821405,arf,ARF,0.84951,0.709839,0.227241,0.790038,0.594164,0.1,0.282616,10%,10.0 +51,0.829685,arf,ARF,0.801484,0.659583,0.317578,0.649622,0.512108,0.02,0.227118,2%,2.0 +51,0.827716,arf,ARF,0.807028,0.663189,0.284652,0.702651,0.543064,0.04,0.263351,4%,4.0 +51,0.82566,arf,ARF,0.827663,0.685105,0.275294,0.724191,0.550365,0.06,0.2418,6%,6.0 +51,0.822781,arf,ARF,0.84007,0.6986,0.249334,0.759313,0.573447,0.08,0.262429,8%,8.0 +51,0.852761,bayesnet,BayesNet,0.836601,0.68379,0.346758,0.574414,0.506003,1e-05,0.259804,0.001%,0.001 +51,0.85276,bayesnet,BayesNet,0.811086,0.672828,0.361929,0.53765,0.490831,0.0001,0.262015,0.01%,0.01 +51,0.852708,bayesnet,BayesNet,0.784775,0.640292,0.378281,0.535703,0.474427,0.001,0.247287,0.1%,0.1 +51,0.852478,bayesnet,BayesNet,0.777255,0.625376,0.371189,0.544297,0.481289,0.005,0.274195,0.5%,0.5 +51,0.85138,bayesnet,BayesNet,0.794727,0.614318,0.359916,0.570233,0.491463,0.01,0.289839,1%,1.0 +51,0.826901,bayesnet,BayesNet,0.840183,0.647705,0.31045,0.629777,0.516451,0.1,0.27187,10%,10.0 +51,0.849365,bayesnet,BayesNet,0.802909,0.574947,0.38011,0.550002,0.469254,0.02,0.282815,2%,2.0 +51,0.844351,bayesnet,BayesNet,0.803834,0.592666,0.377412,0.525645,0.466939,0.04,0.282506,4%,4.0 +51,0.83869,bayesnet,BayesNet,0.819207,0.623251,0.34716,0.56704,0.49153,0.06,0.284298,6%,6.0 +51,0.833527,bayesnet,BayesNet,0.829105,0.634986,0.336877,0.590182,0.49665,0.08,0.264781,8%,8.0 +47,0.049572,cdtd,CDTD,0.021277,0.11273,0.011995,0.0,0.037577,1e-05,0.0,0.001%,0.001 +47,0.049572,cdtd,CDTD,0.021277,0.107835,0.013627,0.0,0.035945,0.0001,0.0,0.01%,0.01 +47,0.049574,cdtd,CDTD,0.021277,0.09762,0.017034,0.0,0.03254,0.001,0.0,0.1%,0.1 +47,0.049582,cdtd,CDTD,0.021277,0.094485,0.018087,0.0,0.031495,0.005,0.0,0.5%,0.5 +47,0.049597,cdtd,CDTD,0.021277,0.10249,0.015433,0.0,0.034164,0.01,0.0,1%,1.0 +47,0.048138,cdtd,CDTD,0.008182,0.09998,0.014812,0.0,0.033327,0.1,0.0,10%,10.0 +47,0.048807,cdtd,CDTD,0.010638,0.102999,0.014474,0.0,0.034333,0.02,0.0,2%,2.0 +47,0.048032,cdtd,CDTD,0.01773,0.106663,0.012478,0.0,0.035554,0.04,0.0,4%,4.0 +47,0.047973,cdtd,CDTD,0.012852,0.112701,0.010406,0.0,0.037567,0.06,0.0,6%,6.0 +47,0.04808,cdtd,CDTD,0.009907,0.108015,0.012076,0.0,0.036005,0.08,0.0,8%,8.0 +3,0.064607,codi,CoDi,0.0,0.0,0.064607,0.0,0.0,1e-05,0.0,0.001%,0.001 +3,0.064607,codi,CoDi,0.0,0.0,0.064607,0.0,0.0,0.0001,0.0,0.01%,0.01 +3,0.06461,codi,CoDi,0.0,0.0,0.06461,0.0,0.0,0.001,0.0,0.1%,0.1 +3,0.064627,codi,CoDi,0.0,0.0,0.064627,0.0,0.0,0.005,0.0,0.5%,0.5 +3,0.064652,codi,CoDi,0.0,0.0,0.064652,0.0,0.0,0.01,0.0,1%,1.0 +3,0.065238,codi,CoDi,0.0,0.0,0.065238,0.0,0.0,0.1,0.0,10%,10.0 +3,0.064704,codi,CoDi,0.0,0.0,0.064704,0.0,0.0,0.02,0.0,2%,2.0 +3,0.06482,codi,CoDi,0.0,0.0,0.06482,0.0,0.0,0.04,0.0,4%,4.0 +3,0.064944,codi,CoDi,0.0,0.0,0.064944,0.0,0.0,0.06,0.0,6%,6.0 +3,0.065092,codi,CoDi,0.0,0.0,0.065092,0.0,0.0,0.08,0.0,8%,8.0 +49,0.802982,ctgan,CTGAN,0.795918,0.663559,0.458859,0.287177,0.344123,1e-05,0.081633,0.001%,0.001 +49,0.802978,ctgan,CTGAN,0.798535,0.640455,0.459686,0.306539,0.343292,0.0001,0.082882,0.01%,0.01 +49,0.802943,ctgan,CTGAN,0.818109,0.616362,0.464441,0.308606,0.338502,0.001,0.090539,0.1%,0.1 +49,0.802713,ctgan,CTGAN,0.796918,0.576044,0.483855,0.31066,0.318857,0.005,0.069868,0.5%,0.5 +49,0.801502,ctgan,CTGAN,0.78608,0.547526,0.473299,0.324594,0.328203,0.01,0.112487,1%,1.0 +49,0.779292,ctgan,CTGAN,0.794649,0.554326,0.361887,0.536704,0.417405,0.1,0.161184,10%,10.0 +49,0.799823,ctgan,CTGAN,0.784163,0.534945,0.470152,0.337902,0.329671,0.02,0.116166,2%,2.0 +49,0.795105,ctgan,CTGAN,0.768044,0.532419,0.441524,0.396189,0.353581,0.04,0.132134,4%,4.0 +49,0.790422,ctgan,CTGAN,0.78256,0.551297,0.409153,0.454093,0.38127,0.06,0.138419,6%,6.0 +49,0.784876,ctgan,CTGAN,0.789286,0.550149,0.384956,0.491709,0.39992,0.08,0.157902,8%,8.0 +27,0.633126,forestdiffusion,ForestDiffusion,0.62963,0.555925,0.290619,0.397523,0.342507,1e-05,0.074074,0.001%,0.001 +27,0.633126,forestdiffusion,ForestDiffusion,0.62963,0.555925,0.290619,0.397523,0.342507,0.0001,0.074074,0.01%,0.01 +27,0.63313,forestdiffusion,ForestDiffusion,0.62963,0.517584,0.303403,0.397523,0.329727,0.001,0.074074,0.1%,0.1 +27,0.633156,forestdiffusion,ForestDiffusion,0.62963,0.496135,0.310336,0.397523,0.32282,0.005,0.0748,0.5%,0.5 +27,0.632777,forestdiffusion,ForestDiffusion,0.638889,0.487444,0.315403,0.389566,0.317374,0.01,0.075111,1%,1.0 +27,0.617507,forestdiffusion,ForestDiffusion,0.694365,0.523831,0.207855,0.564716,0.409651,0.1,0.140407,10%,10.0 +27,0.631692,forestdiffusion,ForestDiffusion,0.677469,0.513084,0.288145,0.442619,0.343548,0.02,0.074941,2%,2.0 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+47,0.906697,realtabformer,RealTabFormer,0.735266,0.746778,0.339886,0.681236,0.566811,0.04,0.272419,4%,4.0 +47,0.903944,realtabformer,RealTabFormer,0.75042,0.749902,0.303237,0.759714,0.600707,0.06,0.292504,6%,6.0 +47,0.901333,realtabformer,RealTabFormer,0.760391,0.75587,0.284782,0.781154,0.616551,0.08,0.312629,8%,8.0 +32,0.71937,tabbyflow,TabbyFlow,0.71875,0.560616,0.331259,0.478715,0.38811,1e-05,0.125,0.001%,0.001 +32,0.719369,tabbyflow,TabbyFlow,0.71875,0.560616,0.331258,0.478715,0.38811,0.0001,0.125,0.01%,0.01 +32,0.719357,tabbyflow,TabbyFlow,0.730208,0.557408,0.33544,0.484965,0.383916,0.001,0.109375,0.1%,0.1 +32,0.719384,tabbyflow,TabbyFlow,0.746007,0.573018,0.324071,0.481683,0.395313,0.005,0.131236,0.5%,0.5 +32,0.718088,tabbyflow,TabbyFlow,0.729174,0.562178,0.318097,0.484417,0.39999,0.01,0.153377,1%,1.0 +32,0.698533,tabbyflow,TabbyFlow,0.716095,0.573205,0.240132,0.592314,0.458401,0.1,0.209685,10%,10.0 +32,0.715707,tabbyflow,TabbyFlow,0.733667,0.562826,0.278273,0.505517,0.437434,0.02,0.243958,2%,2.0 +32,0.711249,tabbyflow,TabbyFlow,0.720012,0.556293,0.272983,0.530457,0.438265,0.04,0.228047,4%,4.0 +32,0.707331,tabbyflow,TabbyFlow,0.71061,0.559624,0.266186,0.577916,0.441146,0.06,0.185896,6%,6.0 +32,0.701138,tabbyflow,TabbyFlow,0.711575,0.564937,0.245648,0.566898,0.455489,0.08,0.234633,8%,8.0 +40,0.578774,tabddpm,TabDDPM,0.425,0.633074,0.254039,0.266131,0.324735,1e-05,0.075,0.001%,0.001 +40,0.578774,tabddpm,TabDDPM,0.425,0.633074,0.254039,0.266131,0.324735,0.0001,0.075,0.01%,0.01 +40,0.57877,tabddpm,TabDDPM,0.408333,0.632377,0.254268,0.266131,0.324502,0.001,0.075,0.1%,0.1 +40,0.57871,tabddpm,TabDDPM,0.401923,0.577748,0.266082,0.285136,0.312628,0.005,0.075,0.5%,0.5 +40,0.578468,tabddpm,TabDDPM,0.40778,0.541875,0.275385,0.292373,0.303083,0.01,0.075,1%,1.0 +40,0.557948,tabddpm,TabDDPM,0.53287,0.423413,0.215928,0.467307,0.34202,0.1,0.135341,10%,10.0 +40,0.577662,tabddpm,TabDDPM,0.465514,0.506248,0.259029,0.327796,0.318633,0.02,0.121856,2%,2.0 +40,0.573327,tabddpm,TabDDPM,0.471303,0.482751,0.254325,0.355171,0.319002,0.04,0.119084,4%,4.0 +40,0.570693,tabddpm,TabDDPM,0.494958,0.424579,0.26614,0.363611,0.304553,0.06,0.125468,6%,6.0 +40,0.566452,tabddpm,TabDDPM,0.509177,0.43463,0.238158,0.407558,0.328294,0.08,0.142694,8%,8.0 +18,0.772634,tabdiff,TabDiff,0.944444,0.832094,0.187067,0.535717,0.585567,1e-05,0.388889,0.001%,0.001 +18,0.772634,tabdiff,TabDiff,0.944444,0.832094,0.187067,0.535717,0.585567,0.0001,0.388889,0.01%,0.01 +18,0.772626,tabdiff,TabDiff,0.944444,0.832094,0.193232,0.535717,0.579394,0.001,0.37037,0.1%,0.1 +18,0.772549,tabdiff,TabDiff,0.931624,0.81098,0.206556,0.531443,0.565993,0.005,0.355556,0.5%,0.5 +18,0.771932,tabdiff,TabDiff,0.929487,0.794181,0.180643,0.539439,0.591289,0.01,0.440248,1%,1.0 +18,0.760715,tabdiff,TabDiff,0.81763,0.733433,0.155452,0.693556,0.605263,0.1,0.388801,10%,10.0 +18,0.770124,tabdiff,TabDiff,0.919935,0.787065,0.170109,0.496669,0.600015,0.02,0.516311,2%,2.0 +18,0.771459,tabdiff,TabDiff,0.878491,0.759702,0.203374,0.508511,0.568085,0.04,0.436042,4%,4.0 +18,0.76534,tabdiff,TabDiff,0.831745,0.726777,0.145911,0.644197,0.61943,0.06,0.487316,6%,6.0 +18,0.761825,tabdiff,TabDiff,0.8345,0.733636,0.138299,0.690316,0.623526,0.08,0.446626,8%,8.0 +41,0.81854,tabpfgen,TabPFGen,0.707317,0.720596,0.36316,0.474813,0.45538,1e-05,0.170732,0.001%,0.001 +41,0.818541,tabpfgen,TabPFGen,0.723577,0.706082,0.376128,0.474813,0.442412,0.0001,0.146341,0.01%,0.01 +41,0.818516,tabpfgen,TabPFGen,0.740154,0.670798,0.374969,0.514651,0.443546,0.001,0.145191,0.1%,0.1 +41,0.818362,tabpfgen,TabPFGen,0.770698,0.629588,0.365802,0.564936,0.45256,0.005,0.163157,0.5%,0.5 +41,0.817713,tabpfgen,TabPFGen,0.756929,0.626177,0.37502,0.570255,0.442694,0.01,0.131649,1%,1.0 +41,0.79574,tabpfgen,TabPFGen,0.851574,0.7024,0.21101,0.750896,0.584729,0.1,0.300891,10%,10.0 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+58,0.649989,tabsyn,TabSyn,0.591208,0.532684,0.285951,0.391444,0.364038,0.02,0.167984,2%,2.0 +58,0.646989,tabsyn,TabSyn,0.590209,0.493509,0.27446,0.440286,0.372529,0.04,0.183793,4%,4.0 +58,0.644425,tabsyn,TabSyn,0.597202,0.482329,0.274324,0.45185,0.3701,0.06,0.176123,6%,6.0 +58,0.640587,tabsyn,TabSyn,0.60428,0.482212,0.248823,0.504965,0.391764,0.08,0.188115,8%,8.0 +50,0.772697,tvae,TVAE,0.52,0.667339,0.447169,0.269245,0.325528,1e-05,0.04,0.001%,0.001 +50,0.772695,tvae,TVAE,0.513333,0.652444,0.447688,0.282578,0.325008,0.0001,0.04,0.01%,0.01 +50,0.772704,tvae,TVAE,0.514593,0.586264,0.463344,0.293727,0.30936,0.001,0.048089,0.1%,0.1 +50,0.772789,tvae,TVAE,0.517692,0.556147,0.464458,0.325389,0.308332,0.005,0.04346,0.5%,0.5 +50,0.772665,tvae,TVAE,0.505589,0.552038,0.457587,0.350316,0.315078,0.01,0.042878,1%,1.0 +50,0.754748,tvae,TVAE,0.660283,0.492412,0.371143,0.530751,0.383605,0.1,0.127653,10%,10.0 +50,0.772077,tvae,TVAE,0.574359,0.483277,0.46954,0.376589,0.302537,0.02,0.047744,2%,2.0 +50,0.766789,tvae,TVAE,0.606667,0.49715,0.43699,0.426699,0.329799,0.04,0.065547,4%,4.0 +50,0.763347,tvae,TVAE,0.635436,0.491951,0.412032,0.451464,0.351315,0.06,0.11053,6%,6.0 +50,0.759079,tvae,TVAE,0.652029,0.485381,0.395993,0.484333,0.363086,0.08,0.119543,8%,8.0 diff --git a/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/prefix_threshold_summary.csv b/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/prefix_threshold_summary.csv new file mode 100644 index 0000000000000000000000000000000000000000..4e008078b5800528fe12c2ee112020e337cdb1e8 --- /dev/null +++ b/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/prefix_threshold_summary.csv @@ -0,0 +1,31 @@ +asset_count,dataset_prefix,head_proxy_overall_score,tail_anchor_coverage,tail_concentration_consistency,tail_head_gap,tail_mass_similarity,tail_overall_score,tail_ratio,tail_set_consistency,threshold_label,threshold_pct +205,c,0.583076,0.487805,0.519314,0.265179,0.294133,0.317897,1e-05,0.140244,0.001%,0.001 +205,c,0.582939,0.489228,0.508168,0.268249,0.293727,0.31469,0.0001,0.142176,0.01%,0.01 +205,c,0.582904,0.492963,0.484976,0.262098,0.329368,0.320805,0.001,0.148071,0.1%,0.1 +205,c,0.582777,0.495265,0.485534,0.254572,0.347336,0.328204,0.005,0.151743,0.5%,0.5 +205,c,0.582423,0.496601,0.489103,0.241297,0.365217,0.341126,0.01,0.169057,1%,1.0 +205,c,0.569918,0.533309,0.464737,0.178472,0.455384,0.391446,0.1,0.254217,10%,10.0 +205,c,0.581522,0.52029,0.481188,0.218132,0.395863,0.36339,0.02,0.21312,2%,2.0 +205,c,0.579068,0.528333,0.47766,0.205673,0.407538,0.373395,0.04,0.234986,4%,4.0 +205,c,0.575498,0.526251,0.468371,0.196917,0.421608,0.378581,0.06,0.245763,6%,6.0 +205,c,0.572994,0.533309,0.467297,0.18594,0.44059,0.387054,0.08,0.253276,8%,8.0 +140,m,0.674612,0.607143,0.592381,0.325007,0.285004,0.349605,1e-05,0.171429,0.001%,0.001 +140,m,0.674611,0.607143,0.586745,0.329266,0.285004,0.345345,0.0001,0.164286,0.01%,0.01 +140,m,0.674613,0.610714,0.543502,0.346918,0.285004,0.327695,0.001,0.154578,0.1%,0.1 +140,m,0.674545,0.62381,0.487433,0.356949,0.306007,0.317596,0.005,0.159347,0.5%,0.5 +140,m,0.674247,0.606764,0.456913,0.367881,0.305692,0.306365,0.01,0.156492,1%,1.0 +140,m,0.66475,0.657116,0.484865,0.269588,0.484404,0.395162,0.1,0.216216,10%,10.0 +140,m,0.672677,0.619762,0.440094,0.371628,0.29643,0.301048,0.02,0.166621,2%,2.0 +140,m,0.670856,0.597851,0.42984,0.361503,0.303713,0.309354,0.04,0.194509,4%,4.0 +140,m,0.670208,0.629902,0.452935,0.323989,0.38846,0.34622,0.06,0.197264,6%,6.0 +140,m,0.667442,0.640776,0.469398,0.293266,0.438782,0.374175,0.08,0.214346,8%,8.0 +201,n,0.721838,0.646766,0.638634,0.333205,0.457613,0.388633,1e-05,0.069652,0.001%,0.001 +201,n,0.721837,0.642812,0.631804,0.33104,0.469987,0.390796,0.0001,0.070598,0.01%,0.01 +201,n,0.721833,0.645009,0.621389,0.336477,0.464081,0.385357,0.001,0.0706,0.1%,0.1 +201,n,0.721859,0.643101,0.611687,0.327191,0.489179,0.394668,0.005,0.083138,0.5%,0.5 +201,n,0.720855,0.644684,0.602469,0.323815,0.498816,0.39704,0.01,0.089836,1%,1.0 +201,n,0.699548,0.702429,0.594715,0.25345,0.637582,0.446098,0.1,0.105996,10%,10.0 +201,n,0.719482,0.660123,0.58294,0.319325,0.521568,0.400156,0.02,0.095961,2%,2.0 +201,n,0.714645,0.67647,0.589117,0.295894,0.576049,0.418751,0.04,0.091086,4%,4.0 +201,n,0.710469,0.685153,0.588428,0.28683,0.586641,0.423639,0.06,0.095847,6%,6.0 +201,n,0.70518,0.694158,0.592756,0.271463,0.606526,0.433717,0.08,0.101869,8%,8.0 diff --git a/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/representative_datasets.csv b/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/representative_datasets.csv new file mode 100644 index 0000000000000000000000000000000000000000..6431b7f649d86acf32acccfb1310d8f83ac585c7 --- /dev/null +++ b/evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/representative_datasets.csv @@ -0,0 +1,7 @@ +anchor_tail_score,anchor_threshold_label,anchor_to_rarest_fragility_drop,dataset_id,dataset_prefix,fragility_10_to_0_001,fragility_10_to_0_1,fragility_10_to_0_5,primary_comparison_label,primary_comparison_tail_score,primary_fragility_drop,rarest_tail_score,rarest_threshold_label,secondary_comparison_label,secondary_comparison_tail_score,secondary_fragility_drop,selection_kind,selection_reason,tail_0_001pct,tail_0_1pct,tail_0_5pct,tail_10pct,tail_at_0_001,tail_at_0_1,tail_at_0_5,tail_at_10 +0.54443,10%,0.240868,c5,c,0.240868,0.240868,0.240868,0.5%,0.303562,0.240868,0.303562,0.001%,0.1%,0.303562,0.240868,fragility,largest drop from 10% to 0.5%,0.303562,0.303562,0.303562,0.54443,0.303562,0.303562,0.303562,0.54443 +0.14356,10%,0.025971,c15,c,0.025971,-0.014156,-0.056247,0.5%,0.199807,-0.056247,0.117589,0.001%,0.1%,0.157716,-0.014156,hardness,lowest tail score already at 10%,0.117589,0.157716,0.199807,0.14356,0.117589,0.157716,0.199807,0.14356 +0.496202,10%,0.146374,m10,m,0.146374,0.153562,0.18075,0.5%,0.315452,0.18075,0.349828,0.001%,0.1%,0.34264,0.153562,fragility,largest drop from 10% to 0.5%,0.349828,0.34264,0.315452,0.496202,0.349828,0.34264,0.315452,0.496202 +0.058157,10%,-0.181401,m12,m,-0.181401,-0.135704,-0.069319,0.5%,0.127476,-0.069319,0.239558,0.001%,0.1%,0.193861,-0.135704,hardness,lowest tail score already at 10%,0.239558,0.193861,0.127476,0.058157,0.239558,0.193861,0.127476,0.058157 +0.248144,10%,0.174535,n14,n,0.174535,0.174535,0.176351,0.5%,0.071793,0.176351,0.073609,0.001%,0.1%,0.073609,0.174535,fragility,largest drop from 10% to 0.5%,0.073609,0.073609,0.071793,0.248144,0.073609,0.073609,0.071793,0.248144 +0.051674,10%,-0.042771,n8,n,-0.042771,-0.017031,0.032081,0.5%,0.019593,0.032081,0.094445,0.001%,0.1%,0.068705,-0.017031,hardness,lowest tail score already at 10%,0.094445,0.068705,0.019593,0.051674,0.094445,0.068705,0.019593,0.051674