group,split,expiry_rule,style,n,mean_pts,median_pts,win_pct,total_rs_1lot,mean_rs_1lot,avg_cost_pts,random_mean,pctile_vs_random,p_mean_gt0 all_candidates,train,nearest,runner,295,-8.009,-24.365,22.373,-154246.791,-522.87,1.014,-9.033,72.5,0.999 all_candidates,train,nearest,scale,295,-7.574,-20.847,37.627,-151874.267,-514.828,1.226,-7.746,56.8,1.0 all_candidates,train,nearest,sl_only,295,-6.826,-23.752,25.424,-128910.93,-436.986,1.015,-7.338,62.167,1.0 all_candidates,train,nearest,spotstop,295,-8.177,-13.957,40.339,-166506.582,-564.429,1.239,-8.06,44.633,1.0 all_candidates,train,skip0DTE,runner,297,-8.436,-24.283,23.232,-164402.781,-553.545,1.064,-9.038,63.2,1.0 all_candidates,train,skip0DTE,scale,297,-7.462,-14.989,37.71,-150690.037,-507.374,1.271,-7.757,61.167,1.0 all_candidates,train,skip0DTE,sl_only,297,-7.132,-23.811,25.926,-137882.848,-464.252,1.066,-7.263,53.633,1.0 all_candidates,train,skip0DTE,spotstop,297,-7.725,-12.481,41.077,-157867.188,-531.539,1.288,-8.177,64.833,1.0 all_candidates,test,nearest,runner,248,-8.266,-25.433,22.177,-133246.416,-537.284,1.003,-9.033,65.733,0.999 all_candidates,test,nearest,scale,248,-8.57,-23.799,36.694,-138140.545,-557.018,1.178,-7.746,23.267,1.0 all_candidates,test,nearest,sl_only,248,-7.189,-23.878,25.403,-115882.213,-467.267,1.004,-7.338,55.2,1.0 all_candidates,test,nearest,spotstop,248,-8.567,-15.908,40.726,-138093.504,-556.829,1.199,-8.06,36.7,1.0 all_candidates,test,skip0DTE,runner,247,-8.554,-25.227,22.267,-137327.498,-555.982,1.076,-9.038,61.333,0.999 all_candidates,test,skip0DTE,scale,247,-8.154,-23.892,36.437,-130909.776,-529.999,1.254,-7.757,36.5,1.0 all_candidates,test,skip0DTE,sl_only,247,-6.969,-23.932,26.316,-111893.926,-453.012,1.079,-7.263,58.9,1.0 all_candidates,test,skip0DTE,spotstop,247,-8.563,-15.916,39.676,-137483.307,-556.613,1.269,-8.177,38.633,1.0 all_candidates,all,nearest,runner,543,-8.126,-24.78,22.284,-287493.207,-529.453,1.009,-9.033,75.267,1.0 all_candidates,all,nearest,scale,543,-8.029,-23.692,37.201,-290014.811,-534.097,1.204,-7.746,36.633,1.0 all_candidates,all,nearest,sl_only,543,-6.992,-23.813,25.414,-244793.143,-450.816,1.01,-7.338,61.7,1.0 all_candidates,all,nearest,spotstop,543,-8.355,-14.807,40.516,-304600.086,-560.958,1.22,-8.06,36.933,1.0 all_candidates,all,skip0DTE,runner,544,-8.49,-24.609,22.794,-301730.279,-554.651,1.07,-9.038,67.6,1.0 all_candidates,all,skip0DTE,scale,544,-7.776,-23.735,37.132,-281599.813,-517.647,1.263,-7.757,49.4,1.0 all_candidates,all,skip0DTE,sl_only,544,-7.058,-23.85,26.103,-249776.773,-459.148,1.072,-7.263,59.0,1.0 all_candidates,all,skip0DTE,spotstop,544,-8.105,-13.987,40.441,-295350.495,-542.924,1.279,-8.177,52.567,1.0 rule_B_top3,train,nearest,runner,57,-10.431,-26.644,24.561,-34496.103,-605.195,1.255,-9.033,38.867,0.963 rule_B_top3,train,nearest,scale,57,-10.626,-23.792,33.333,-37811.517,-663.36,1.537,-7.746,11.733,1.0 rule_B_top3,train,nearest,sl_only,57,-10.939,-23.919,19.298,-40334.582,-707.624,1.254,-7.338,13.733,0.993 rule_B_top3,train,nearest,spotstop,57,-11.07,-20.125,42.105,-41163.72,-722.171,1.58,-8.06,14.7,0.999 rule_B_top3,train,skip0DTE,runner,56,-10.192,-27.273,26.786,-31741.543,-566.813,1.322,-9.038,40.5,0.959 rule_B_top3,train,skip0DTE,scale,56,-9.461,-23.919,35.714,-31934.016,-570.25,1.616,-7.757,24.4,0.999 rule_B_top3,train,skip0DTE,sl_only,56,-9.885,-23.954,21.429,-35833.747,-639.888,1.323,-7.263,22.233,0.987 rule_B_top3,train,skip0DTE,spotstop,56,-9.514,-15.64,44.643,-33308.269,-594.791,1.661,-8.177,31.767,0.996 rule_B_top3,test,nearest,runner,59,1.973,-23.769,28.814,7566.53,128.246,1.074,-9.033,99.3,0.386 rule_B_top3,test,nearest,scale,59,-6.587,-23.847,47.458,-25259.749,-428.131,1.302,-7.746,70.533,0.993 rule_B_top3,test,nearest,sl_only,59,-6.741,-23.958,25.424,-25851.382,-438.159,1.061,-7.338,58.9,0.915 rule_B_top3,test,nearest,spotstop,59,-4.434,3.515,59.322,-17005.684,-288.232,1.373,-8.06,91.167,0.918 rule_B_top3,test,skip0DTE,runner,59,-0.044,-25.889,28.814,-169.626,-2.875,1.161,-9.038,98.133,0.503 rule_B_top3,test,skip0DTE,scale,59,-5.68,-23.927,47.458,-21781.974,-369.186,1.4,-7.757,80.8,0.977 rule_B_top3,test,skip0DTE,sl_only,59,-4.978,-24.042,27.119,-19090.324,-323.565,1.154,-7.263,76.333,0.842 rule_B_top3,test,skip0DTE,spotstop,59,-4.919,3.451,57.627,-18863.534,-319.721,1.456,-8.177,87.867,0.93 rule_B_top3,all,nearest,runner,116,-4.122,-26.285,26.724,-26929.573,-232.151,1.163,-9.033,93.867,0.82 rule_B_top3,all,nearest,scale,116,-8.571,-23.841,40.517,-63071.267,-543.718,1.417,-7.746,29.633,1.0 rule_B_top3,all,nearest,sl_only,116,-8.804,-23.929,22.414,-66185.964,-570.569,1.156,-7.338,28.167,0.996 rule_B_top3,all,nearest,spotstop,116,-7.695,1.85,50.862,-58169.404,-501.46,1.475,-8.06,57.433,0.999 rule_B_top3,all,skip0DTE,runner,115,-4.986,-26.338,27.826,-31911.17,-277.488,1.24,-9.038,91.333,0.876 rule_B_top3,all,skip0DTE,scale,115,-7.521,-23.919,41.739,-53715.989,-467.096,1.505,-7.757,55.3,1.0 rule_B_top3,all,skip0DTE,sl_only,115,-7.368,-23.981,24.348,-54924.071,-477.601,1.236,-7.263,50.4,0.987 rule_B_top3,all,skip0DTE,spotstop,115,-7.156,1.895,51.304,-52171.803,-453.668,1.556,-8.177,69.4,0.998 rule_B_top2,train,nearest,runner,77,-4.251,-24.625,29.87,-13341.881,-173.271,1.166,-9.033,89.267,0.787 rule_B_top2,train,nearest,scale,77,-7.113,-23.739,41.558,-32205.431,-418.252,1.449,-7.746,63.0,0.997 rule_B_top2,train,nearest,sl_only,77,-8.052,-23.843,25.974,-38814.548,-504.085,1.161,-7.338,42.233,0.983 rule_B_top2,train,nearest,spotstop,77,-7.761,-12.838,48.052,-37553.556,-487.709,1.481,-8.06,54.933,0.994 rule_B_top2,train,skip0DTE,runner,76,-4.253,-24.794,31.579,-12068.517,-158.796,1.23,-9.038,90.267,0.789 rule_B_top2,train,skip0DTE,scale,76,-6.222,-23.816,43.421,-26400.37,-347.373,1.522,-7.757,77.6,0.993 rule_B_top2,train,skip0DTE,sl_only,76,-7.175,-23.894,27.632,-33951.769,-446.734,1.226,-7.263,54.0,0.972 rule_B_top2,train,skip0DTE,spotstop,76,-6.666,-0.915,50.0,-30234.889,-397.827,1.554,-8.177,74.167,0.985 rule_B_top2,test,nearest,runner,90,-4.125,-25.576,24.444,-24133.749,-268.153,1.028,-9.033,92.767,0.792 rule_B_top2,test,nearest,scale,90,-8.303,-23.859,41.111,-48569.981,-539.666,1.224,-7.746,38.3,1.0 rule_B_top2,test,nearest,sl_only,90,-7.819,-23.915,25.556,-45738.395,-508.204,1.023,-7.338,44.633,0.983 rule_B_top2,test,nearest,spotstop,90,-7.314,-5.86,50.0,-42786.549,-475.406,1.274,-8.06,64.433,0.998 rule_B_top2,test,skip0DTE,runner,89,-5.188,-25.617,24.719,-30010.754,-337.199,1.099,-9.038,87.9,0.859 rule_B_top2,test,skip0DTE,scale,89,-7.007,-23.894,42.697,-40535.941,-455.46,1.313,-7.757,65.033,0.999 rule_B_top2,test,skip0DTE,sl_only,89,-6.48,-23.944,26.966,-37488.162,-421.215,1.097,-7.263,62.967,0.958 rule_B_top2,test,skip0DTE,spotstop,89,-7.298,-11.821,49.438,-42216.237,-474.34,1.349,-8.177,65.9,0.996 rule_B_top2,all,nearest,runner,167,-4.183,-24.962,26.946,-37475.63,-224.405,1.092,-9.033,97.133,0.873 rule_B_top2,all,nearest,scale,167,-7.754,-23.823,41.317,-80775.412,-483.685,1.328,-7.746,50.8,1.0 rule_B_top2,all,nearest,sl_only,167,-7.926,-23.892,25.749,-84552.943,-506.305,1.087,-7.338,38.9,0.999 rule_B_top2,all,nearest,spotstop,167,-7.52,-11.821,49.102,-80340.105,-481.078,1.369,-8.06,63.7,1.0 rule_B_top2,all,skip0DTE,runner,165,-4.757,-25.285,27.879,-42079.271,-255.026,1.159,-9.038,96.133,0.91 rule_B_top2,all,skip0DTE,scale,165,-6.645,-23.874,43.03,-66936.312,-405.675,1.409,-7.757,79.267,1.0 rule_B_top2,all,skip0DTE,sl_only,165,-6.8,-23.932,27.273,-71439.93,-432.969,1.156,-7.263,61.433,0.995 rule_B_top2,all,skip0DTE,spotstop,165,-7.006,-3.029,49.697,-72451.126,-439.098,1.444,-8.177,76.933,1.0 rule_A_hypothesis,train,nearest,runner,11,28.338,18.355,54.545,24835.171,2257.743,0.985,-9.033,99.8,0.067 rule_A_hypothesis,train,nearest,scale,11,-0.732,-9.422,45.455,653.241,59.386,1.144,-7.746,89.567,0.538 rule_A_hypothesis,train,nearest,sl_only,11,3.732,-9.422,45.455,4335.459,394.133,0.95,-7.338,92.1,0.351 rule_A_hypothesis,train,nearest,spotstop,11,5.729,3.515,54.545,6183.224,562.111,1.182,-8.06,98.433,0.21 rule_A_hypothesis,train,skip0DTE,runner,11,28.171,18.355,63.636,24698.071,2245.279,1.084,-9.038,99.9,0.065 rule_A_hypothesis,train,skip0DTE,scale,11,-1.688,-9.422,45.455,-135.427,-12.312,1.214,-7.757,86.633,0.593 rule_A_hypothesis,train,skip0DTE,sl_only,11,1.876,-9.422,45.455,2804.584,254.962,1.047,-7.263,88.367,0.418 rule_A_hypothesis,train,skip0DTE,spotstop,11,3.812,3.515,54.545,4601.43,418.312,1.25,-8.177,97.267,0.293 rule_A_hypothesis,test,nearest,runner,11,-23.697,-29.018,9.091,-16943.425,-1540.311,0.933,-9.033,4.167,1.0 rule_A_hypothesis,test,nearest,scale,11,-14.2,-23.804,27.273,-10153.21,-923.019,1.013,-7.746,11.967,0.994 rule_A_hypothesis,test,nearest,sl_only,11,-16.87,-23.847,18.182,-12062.339,-1096.576,0.943,-7.338,6.867,0.999 rule_A_hypothesis,test,nearest,spotstop,11,-17.845,-24.529,27.273,-12759.269,-1159.934,1.008,-8.06,6.0,0.995 rule_A_hypothesis,test,skip0DTE,runner,11,-22.838,-28.457,9.091,-16329.377,-1484.489,1.006,-9.038,5.033,1.0 rule_A_hypothesis,test,skip0DTE,scale,11,-14.272,-23.964,27.273,-10204.47,-927.679,1.085,-7.757,11.667,0.994 rule_A_hypothesis,test,skip0DTE,sl_only,11,-16.942,-23.975,18.182,-12113.599,-1101.236,1.015,-7.263,6.3,0.999 rule_A_hypothesis,test,skip0DTE,spotstop,11,-16.977,-24.529,27.273,-12138.73,-1103.521,1.081,-8.177,8.2,0.994 rule_A_hypothesis,all,nearest,runner,22,2.32,-18.693,31.818,7891.746,358.716,0.959,-9.033,92.933,0.413 rule_A_hypothesis,all,nearest,scale,22,-7.466,-20.951,36.364,-9499.969,-431.817,1.079,-7.746,52.567,0.944 rule_A_hypothesis,all,nearest,sl_only,22,-6.569,-23.734,31.818,-7726.88,-351.222,0.947,-7.338,60.4,0.875 rule_A_hypothesis,all,nearest,spotstop,22,-6.058,-12.883,40.909,-6576.044,-298.911,1.095,-8.06,67.833,0.88 rule_A_hypothesis,all,skip0DTE,runner,22,2.667,-21.223,36.364,8368.694,380.395,1.045,-9.038,95.3,0.399 rule_A_hypothesis,all,skip0DTE,scale,22,-7.98,-20.261,36.364,-10339.897,-469.995,1.149,-7.757,47.8,0.961 rule_A_hypothesis,all,skip0DTE,sl_only,22,-7.533,-23.876,31.818,-9309.015,-423.137,1.031,-7.263,49.833,0.919 rule_A_hypothesis,all,skip0DTE,spotstop,22,-6.583,-13.038,40.909,-7537.301,-342.605,1.165,-8.177,64.933,0.907