rule,instrument,exit,split,n,avg,lo,hi,win,total A_cheap_accum_straddle,front-week ATM,1h,train,34,-1155.8867647058823,-2149.4318382352944,-208.71966911764684,0.23529411764705882,-39300.15 A_cheap_accum_straddle,front-week ATM,1h,tune,8,-392.0937500000002,-1062.8734375000004,244.31718749999948,0.25,-3136.750000000002 A_cheap_accum_straddle,front-week ATM,1h,test,0,,,,, A_cheap_accum_straddle,front-week ATM,close,train,34,-1349.9117647058824,-3296.404632352941,588.0570220588237,0.38235294117647056,-45897.0 A_cheap_accum_straddle,front-week ATM,close,tune,8,42.59374999999983,-1409.4046875,1470.8671874999989,0.5,340.74999999999864 A_cheap_accum_straddle,front-week ATM,close,test,0,,,,, A_cheap_accum_straddle,next(>=4d) ATM,1h,train,36,-648.852777777778,-1225.4646180555558,38.160208333333046,0.3611111111111111,-23358.700000000008 A_cheap_accum_straddle,next(>=4d) ATM,1h,tune,8,-193.84375000000045,-807.1796875000005,337.53124999999943,0.375,-1550.7500000000036 A_cheap_accum_straddle,next(>=4d) ATM,1h,test,0,,,,, A_cheap_accum_straddle,next(>=4d) ATM,close,train,36,-865.1944444444446,-2171.572569444444,617.358958333333,0.3333333333333333,-31147.000000000004 A_cheap_accum_straddle,next(>=4d) ATM,close,tune,8,-565.9687500000003,-1525.9984375,256.28124999999886,0.5,-4527.750000000003 A_cheap_accum_straddle,next(>=4d) ATM,close,test,0,,,,, A2_cheap_accum_trailing120rank_straddle(post-hoc),front-week ATM,1h,train,29,-1391.751724137931,-2558.9292672413785,-419.4660344827586,0.20689655172413793,-40360.799999999996 A2_cheap_accum_trailing120rank_straddle(post-hoc),front-week ATM,1h,tune,4,-120.31250000000045,-1210.687500000001,964.3749999999995,0.5,-481.2500000000018 A2_cheap_accum_trailing120rank_straddle(post-hoc),front-week ATM,1h,test,36,-784.7569444444448,-1386.6456597222225,-195.67638888888933,0.3055555555555556,-28251.25000000001 A2_cheap_accum_trailing120rank_straddle(post-hoc),front-week ATM,close,train,29,-1417.8189655172412,-3530.5470258620694,620.4571982758621,0.3793103448275862,-41116.74999999999 A2_cheap_accum_trailing120rank_straddle(post-hoc),front-week ATM,close,tune,4,669.4374999999997,-33.37500000000023,1424.2499999999998,0.75,2677.7499999999986 A2_cheap_accum_trailing120rank_straddle(post-hoc),front-week ATM,close,test,36,-1937.1527777777778,-3636.004513888889,-266.29166666666634,0.2222222222222222,-69737.5 A2_cheap_accum_trailing120rank_straddle(post-hoc),next(>=4d) ATM,1h,train,31,-827.035483870968,-1464.3489516129036,-118.19947580645184,0.3225806451612903,-25638.10000000001 A2_cheap_accum_trailing120rank_straddle(post-hoc),next(>=4d) ATM,1h,tune,4,-31.750000000000398,-1140.0000000000007,853.8749999999993,0.5,-127.00000000000159 A2_cheap_accum_trailing120rank_straddle(post-hoc),next(>=4d) ATM,1h,test,34,-263.8382352941174,-821.504779411764,365.4645220588236,0.29411764705882354,-8970.49999999999 A2_cheap_accum_trailing120rank_straddle(post-hoc),next(>=4d) ATM,close,train,31,-1016.9403225806451,-2481.3861290322584,565.2456451612899,0.2903225806451613,-31525.149999999998 A2_cheap_accum_trailing120rank_straddle(post-hoc),next(>=4d) ATM,close,tune,4,220.93749999999943,-465.6250000000001,836.8124999999998,0.75,883.7499999999977 A2_cheap_accum_trailing120rank_straddle(post-hoc),next(>=4d) ATM,close,test,34,-894.338235294117,-1957.9222426470576,369.8113970588241,0.3235294117647059,-30407.499999999978 A0_vol_baseline_straddle,front-week ATM,1h,train,37,-562.8175675675675,-1363.3479054054053,347.67739864864876,0.24324324324324326,-20824.249999999996 A0_vol_baseline_straddle,front-week ATM,1h,tune,15,-299.98333333333346,-934.8220833333334,508.5462499999994,0.26666666666666666,-4499.750000000002 A0_vol_baseline_straddle,front-week ATM,1h,test,80,-447.94500000000016,-726.97496875,-168.88253125000028,0.3,-35835.60000000001 A0_vol_baseline_straddle,front-week ATM,close,train,37,-279.4175675675674,-2139.037263513513,1838.1265202702698,0.32432432432432434,-10338.449999999993 A0_vol_baseline_straddle,front-week ATM,close,tune,15,-1445.0666666666668,-2744.0104166666665,145.38583333333247,0.13333333333333333,-21676.000000000004 A0_vol_baseline_straddle,front-week ATM,close,test,80,-831.3637499999999,-1686.2380625000003,66.62465624999987,0.3125,-66509.09999999999 A0_vol_baseline_straddle,next(>=4d) ATM,1h,train,37,-389.74189189189184,-921.7207770270269,207.40915540540516,0.2972972972972973,-14420.449999999997 A0_vol_baseline_straddle,next(>=4d) ATM,1h,tune,15,-159.1500000000001,-636.1904166666665,493.90499999999923,0.4666666666666667,-2387.2500000000014 A0_vol_baseline_straddle,next(>=4d) ATM,1h,test,78,-495.86666666666673,-854.7097916666667,-146.6939583333331,0.3076923076923077,-38677.600000000006 A0_vol_baseline_straddle,next(>=4d) ATM,close,train,37,-483.14864864864853,-1662.603513513513,835.5221621621617,0.35135135135135137,-17876.499999999996 A0_vol_baseline_straddle,next(>=4d) ATM,close,tune,15,-1380.2833333333333,-2381.9495833333335,-128.77875000000108,0.13333333333333333,-20704.25 A0_vol_baseline_straddle,next(>=4d) ATM,close,test,78,-1037.4916666666668,-1604.6697916666665,-493.8470833333332,0.32051282051282054,-80924.35 A00_every_day_straddle,front-week ATM,1h,train,181,-693.0621546961324,-1055.0545165745857,-308.22660220994476,0.281767955801105,-125444.24999999997 A00_every_day_straddle,front-week ATM,1h,tune,125,-251.34079999999992,-445.9003599999999,-32.25790999999997,0.32,-31417.59999999999 A00_every_day_straddle,front-week ATM,1h,test,185,-513.9797297297297,-689.2194662162163,-341.5182162162162,0.3027027027027027,-95086.25 A00_every_day_straddle,front-week ATM,close,train,181,-971.6499999999999,-1804.676263812155,-174.4178176795582,0.3370165745856354,-175868.64999999997 A00_every_day_straddle,front-week ATM,close,tune,125,-846.5484,-1288.74197,-410.8354600000002,0.272,-105818.55 A00_every_day_straddle,front-week ATM,close,test,185,-666.4205405405405,-1261.0899932432433,-23.48841216216198,0.2972972972972973,-123287.79999999999 A00_every_day_straddle,next(>=4d) ATM,1h,train,179,-543.1075418994413,-779.2266689944133,-294.546180167598,0.31843575418994413,-97216.25 A00_every_day_straddle,next(>=4d) ATM,1h,tune,125,-196.67320000000007,-346.39745000000005,-16.50737000000008,0.328,-24584.15000000001 A00_every_day_straddle,next(>=4d) ATM,1h,test,183,-439.86120218579237,-595.3065710382513,-272.6741871584701,0.28415300546448086,-80494.6 A00_every_day_straddle,next(>=4d) ATM,close,train,179,-893.2977653631284,-1421.0559148044695,-328.14173882681547,0.329608938547486,-159900.3 A00_every_day_straddle,next(>=4d) ATM,close,tune,125,-750.4784000000001,-1044.9584300000001,-447.1366600000001,0.264,-93809.8 A00_every_day_straddle,next(>=4d) ATM,close,test,183,-604.9931693989071,-997.5825136612023,-175.0241188524594,0.3114754098360656,-110713.75 B_maxOI_above_buy_CE,front-week ATM,1h,train,38,-676.0526315789474,-1524.4924999999998,235.6826973684208,0.47368421052631576,-25690.0 B_maxOI_above_buy_CE,front-week ATM,1h,tune,0,,,,, B_maxOI_above_buy_CE,front-week ATM,1h,test,24,349.6145833333334,-620.5171875,1318.2804687499997,0.5,8390.750000000002 B_maxOI_above_buy_CE,front-week ATM,close,train,38,-673.4868421052631,-2262.270723684211,1233.6708881578945,0.3684210526315789,-25592.5 B_maxOI_above_buy_CE,front-week ATM,close,tune,0,,,,, B_maxOI_above_buy_CE,front-week ATM,close,test,24,69.70833333333364,-2346.9104166666666,2509.75078125,0.5416666666666666,1673.0000000000073 B_maxOI_above_buy_CE,next(>=4d) ATM,1h,train,38,-375.61578947368423,-1304.8985526315787,486.18628289473656,0.47368421052631576,-14273.400000000001 B_maxOI_above_buy_CE,next(>=4d) ATM,1h,tune,0,,,,, B_maxOI_above_buy_CE,next(>=4d) ATM,1h,test,24,459.4375,-421.2786458333333,1291.1971354166662,0.5416666666666666,11026.5 B_maxOI_above_buy_CE,next(>=4d) ATM,close,train,38,-239.61184210526315,-1760.874407894737,1409.2397368421048,0.39473684210526316,-9105.25 B_maxOI_above_buy_CE,next(>=4d) ATM,close,tune,0,,,,, B_maxOI_above_buy_CE,next(>=4d) ATM,close,test,24,575.6250000000005,-1896.1929687499999,2865.277083333332,0.6666666666666666,13815.000000000011 B_maxOI_below_buy_PE,front-week ATM,1h,train,38,-179.7947368421053,-1040.3429934210526,795.1398355263157,0.39473684210526316,-6832.200000000002 B_maxOI_below_buy_PE,front-week ATM,1h,tune,24,-195.95208333333323,-868.9911979166665,541.8087500000001,0.4583333333333333,-4702.849999999998 B_maxOI_below_buy_PE,front-week ATM,1h,test,39,-30.249999999999954,-726.8604166666668,808.2229166666663,0.41025641025641024,-1179.7499999999982 B_maxOI_below_buy_PE,front-week ATM,close,train,38,-148.50921052631588,-1425.724572368421,1310.6997368421053,0.34210526315789475,-5643.350000000004 B_maxOI_below_buy_PE,front-week ATM,close,tune,24,941.6833333333334,-511.73088541666675,2559.503541666666,0.5416666666666666,22600.4 B_maxOI_below_buy_PE,front-week ATM,close,test,39,751.9166666666667,-1067.9008333333331,2945.162083333333,0.38461538461538464,29324.750000000004 B_maxOI_below_buy_PE,next(>=4d) ATM,1h,train,37,-161.7824324324324,-1057.2804054054052,808.1001351351351,0.40540540540540543,-5985.949999999998 B_maxOI_below_buy_PE,next(>=4d) ATM,1h,tune,24,-157.0875000000002,-762.7412500000003,496.7982812499997,0.4583333333333333,-3770.100000000005 B_maxOI_below_buy_PE,next(>=4d) ATM,1h,test,39,59.91666666666666,-684.2916666666671,934.2791666666669,0.46153846153846156,2336.7499999999995 B_maxOI_below_buy_PE,next(>=4d) ATM,close,train,37,-73.3472972972972,-1427.8985472972972,1361.597972972973,0.43243243243243246,-2713.8499999999967 B_maxOI_below_buy_PE,next(>=4d) ATM,close,tune,24,942.0895833333333,-307.2584895833334,2367.7054687499985,0.5416666666666666,22610.149999999998 B_maxOI_below_buy_PE,next(>=4d) ATM,close,test,39,847.4166666666665,-891.4375,2788.1875,0.48717948717948717,33049.24999999999 B00_every_day_CE,front-week ATM,1h,train,181,-530.1237569060773,-936.459046961326,-64.88724447513825,0.3867403314917127,-95952.4 B00_every_day_CE,front-week ATM,1h,tune,125,-100.78320000000002,-440.48724,258.1106599999999,0.392,-12597.900000000003 B00_every_day_CE,front-week ATM,1h,test,185,-246.10324324324333,-549.1950810810812,47.56508783783774,0.40540540540540543,-45529.10000000001 B00_every_day_CE,front-week ATM,close,train,181,-645.0121546961324,-1487.9589088397788,272.9438812154689,0.3314917127071823,-116747.19999999997 B00_every_day_CE,front-week ATM,close,tune,125,-499.6388000000001,-1110.18341,136.84990999999974,0.416,-62454.85000000001 B00_every_day_CE,front-week ATM,close,test,185,-602.5105405405405,-1271.0001418918919,33.77946621621586,0.3837837837837838,-111464.45 B00_every_day_CE,next(>=4d) ATM,1h,train,179,-390.2731843575419,-846.8889245810057,61.590837988826614,0.4301675977653631,-69858.9 B00_every_day_CE,next(>=4d) ATM,1h,tune,125,-64.66920000000009,-389.0448099999999,298.04652999999996,0.424,-8083.6500000000115 B00_every_day_CE,next(>=4d) ATM,1h,test,183,-224.6084699453552,-533.2230532786886,73.11213114754077,0.4262295081967213,-41103.350000000006 B00_every_day_CE,next(>=4d) ATM,close,train,179,-705.4396648044692,-1584.2918645251393,182.4202094972064,0.3575418994413408,-126273.7 B00_every_day_CE,next(>=4d) ATM,close,tune,125,-367.7096000000001,-973.08762,269.69248999999934,0.448,-45963.70000000001 B00_every_day_CE,next(>=4d) ATM,close,test,183,-487.77322404371586,-1095.4680806010929,178.33168032786864,0.4262295081967213,-89262.5 B00_every_day_PE,front-week ATM,1h,train,181,-162.9383977900552,-602.328611878453,283.37216160220976,0.3867403314917127,-29491.84999999999 B00_every_day_PE,front-week ATM,1h,tune,125,-150.55759999999995,-472.92847999999987,150.4523299999999,0.384,-18819.699999999993 B00_every_day_PE,front-week ATM,1h,test,185,-267.8764864864865,-568.5569121621621,34.159277027026945,0.3891891891891892,-49557.15 B00_every_day_PE,front-week ATM,close,train,181,-326.6378453038673,-1131.3996132596683,502.1154765193371,0.3425414364640884,-59121.44999999999 B00_every_day_PE,front-week ATM,close,tune,125,-346.90959999999995,-902.0999499999999,233.5531399999999,0.4,-43363.7 B00_every_day_PE,front-week ATM,close,test,185,-63.90999999999996,-862.2115405405406,834.1805067567566,0.3675675675675676,-11823.349999999993 B00_every_day_PE,next(>=4d) ATM,1h,train,180,-131.17416666666674,-542.755701388889,297.71009722222215,0.4166666666666667,-23611.350000000013 B00_every_day_PE,next(>=4d) ATM,1h,tune,125,-132.00400000000002,-414.91143,140.32974999999973,0.384,-16500.500000000004 B00_every_day_PE,next(>=4d) ATM,1h,test,183,-215.25273224043715,-527.266762295082,127.89736338797806,0.41530054644808745,-39391.25 B00_every_day_PE,next(>=4d) ATM,close,train,180,-199.89361111111117,-888.4052986111111,536.5853680555556,0.4,-35980.85000000001 B00_every_day_PE,next(>=4d) ATM,close,tune,125,-382.7688,-910.63055,151.93809999999993,0.416,-47846.1 B00_every_day_PE,next(>=4d) ATM,close,test,183,-117.21994535519131,-892.329494535519,648.9256420765028,0.40437158469945356,-21451.25000000001 C_more_cheap_gaps_buy_CE,front-week ATM,1h,train,20,-2271.4075000000003,-3171.434875,-1408.5463125000003,0.25,-45428.15 C_more_cheap_gaps_buy_CE,front-week ATM,1h,tune,21,-679.2619047619046,-1383.9044642857143,11.432738095238063,0.3333333333333333,-14264.499999999996 C_more_cheap_gaps_buy_CE,front-week ATM,1h,test,20,-376.94999999999993,-1215.8115624999998,609.8881250000001,0.4,-7538.999999999999 C_more_cheap_gaps_buy_CE,front-week ATM,close,train,20,-405.03000000000003,-2922.390625,2649.7156874999996,0.35,-8100.6 C_more_cheap_gaps_buy_CE,front-week ATM,close,tune,21,-1478.142857142857,-2673.7752976190477,-104.275,0.2857142857142857,-31041.0 C_more_cheap_gaps_buy_CE,front-week ATM,close,test,20,-664.0874999999996,-2347.6403125,1335.5196875000001,0.3,-13281.749999999993 C_more_cheap_gaps_buy_CE,next(>=4d) ATM,1h,train,19,-2105.7447368421053,-3265.3738157894736,-978.0084210526322,0.2631578947368421,-40009.15 C_more_cheap_gaps_buy_CE,next(>=4d) ATM,1h,tune,21,-674.0309523809527,-1345.6125,-33.66410714285736,0.38095238095238093,-14154.650000000007 C_more_cheap_gaps_buy_CE,next(>=4d) ATM,1h,test,20,-325.9250000000001,-1130.1578125,639.7190624999993,0.4,-6518.500000000003 C_more_cheap_gaps_buy_CE,next(>=4d) ATM,close,train,19,-288.1052631578949,-2844.1746710526318,2411.340460526315,0.3684210526315789,-5474.000000000004 C_more_cheap_gaps_buy_CE,next(>=4d) ATM,close,tune,21,-1341.611904761905,-2783.003928571429,180.92023809523775,0.3333333333333333,-28173.850000000006 C_more_cheap_gaps_buy_CE,next(>=4d) ATM,close,test,20,-342.0450000000004,-1963.549625,1578.7781249999985,0.35,-6840.900000000008 E_gbm_breakout_up_buy_CE(Mar-Oct26),front-week ATM,1h,train,0,,,,, E_gbm_breakout_up_buy_CE(Mar-Oct26),front-week ATM,1h,tune,0,,,,, E_gbm_breakout_up_buy_CE(Mar-Oct26),front-week ATM,1h,test,63,-134.9642857142858,-597.4663690476192,337.4967261904762,0.3968253968253968,-8502.750000000005 E_gbm_breakout_up_buy_CE(Mar-Oct26),front-week ATM,close,train,0,,,,, E_gbm_breakout_up_buy_CE(Mar-Oct26),front-week ATM,close,tune,0,,,,, E_gbm_breakout_up_buy_CE(Mar-Oct26),front-week ATM,close,test,63,-344.5015873015874,-1473.837896825397,866.1829960317457,0.3968253968253968,-21703.600000000006 E_gbm_breakout_up_buy_CE(Mar-Oct26),next(>=4d) ATM,1h,train,0,,,,, E_gbm_breakout_up_buy_CE(Mar-Oct26),next(>=4d) ATM,1h,tune,0,,,,, E_gbm_breakout_up_buy_CE(Mar-Oct26),next(>=4d) ATM,1h,test,62,-186.08064516129022,-638.3168346774191,272.4511088709678,0.3870967741935484,-11536.999999999995 E_gbm_breakout_up_buy_CE(Mar-Oct26),next(>=4d) ATM,close,train,0,,,,, E_gbm_breakout_up_buy_CE(Mar-Oct26),next(>=4d) ATM,close,tune,0,,,,, E_gbm_breakout_up_buy_CE(Mar-Oct26),next(>=4d) ATM,close,test,62,-315.3467741935484,-1371.3530241935484,772.3142137096775,0.45161290322580644,-19551.5 E_gbm_breakout_dn_buy_PE(Mar-Oct26),front-week ATM,1h,train,0,,,,, E_gbm_breakout_dn_buy_PE(Mar-Oct26),front-week ATM,1h,tune,0,,,,, E_gbm_breakout_dn_buy_PE(Mar-Oct26),front-week ATM,1h,test,59,-570.6610169491526,-956.9001059322034,-103.55752118644081,0.3389830508474576,-33669.0 E_gbm_breakout_dn_buy_PE(Mar-Oct26),front-week ATM,close,train,0,,,,, E_gbm_breakout_dn_buy_PE(Mar-Oct26),front-week ATM,close,tune,0,,,,, E_gbm_breakout_dn_buy_PE(Mar-Oct26),front-week ATM,close,test,59,-576.1584745762711,-1782.6240254237289,881.3255084745758,0.288135593220339,-33993.35 E_gbm_breakout_dn_buy_PE(Mar-Oct26),next(>=4d) ATM,1h,train,0,,,,, E_gbm_breakout_dn_buy_PE(Mar-Oct26),next(>=4d) ATM,1h,tune,0,,,,, E_gbm_breakout_dn_buy_PE(Mar-Oct26),next(>=4d) ATM,1h,test,58,-650.1181034482761,-1127.7137284482762,-159.88362068965554,0.3448275862068966,-37706.85000000001 E_gbm_breakout_dn_buy_PE(Mar-Oct26),next(>=4d) ATM,close,train,0,,,,, E_gbm_breakout_dn_buy_PE(Mar-Oct26),next(>=4d) ATM,close,tune,0,,,,, E_gbm_breakout_dn_buy_PE(Mar-Oct26),next(>=4d) ATM,close,test,58,-889.7327586206899,-2102.7196120689655,379.75506465517134,0.3103448275862069,-51604.500000000015 D_manip_like_follow_CE,front-week ATM,1h,train,2,1919.4999999999995,,,0.5,3838.999999999999 D_manip_like_follow_CE,front-week ATM,1h,tune,6,65.91666666666657,-1136.5833333333337,1342.9770833333332,0.6666666666666666,395.49999999999943 D_manip_like_follow_CE,front-week ATM,1h,test,8,-176.74999999999943,-1201.3835937499994,922.1562500000001,0.625,-1413.9999999999955 D_manip_like_follow_CE,front-week ATM,close,train,2,-1486.5,,,0.5,-2973.0 D_manip_like_follow_CE,front-week ATM,close,tune,6,422.3333333333332,-2096.416666666667,3175.625,0.6666666666666666,2533.999999999999 D_manip_like_follow_CE,front-week ATM,close,test,8,486.25000000000034,-2743.46796875,3747.8484375000003,0.5,3890.0000000000027 D_manip_like_follow_CE,next(>=4d) ATM,1h,train,2,1199.6249999999995,,,0.5,2399.249999999999 D_manip_like_follow_CE,next(>=4d) ATM,1h,tune,6,199.70833333333314,-876.5833333333331,1341.7989583333328,0.6666666666666666,1198.2499999999989 D_manip_like_follow_CE,next(>=4d) ATM,1h,test,8,-237.28125000000034,-1462.886718750001,1022.9570312499997,0.625,-1898.2500000000027 D_manip_like_follow_CE,next(>=4d) ATM,close,train,2,-1386.0750000000005,,,0.5,-2772.150000000001 D_manip_like_follow_CE,next(>=4d) ATM,close,tune,6,947.208333333333,-1382.5000000000007,3439.1729166666664,0.6666666666666666,5683.249999999998 D_manip_like_follow_CE,next(>=4d) ATM,close,test,8,222.59374999999955,-3276.0617187500006,3671.1585937499985,0.5,1780.7499999999964 D_manip_like_follow_PE,front-week ATM,1h,train,7,-297.00000000000006,-1419.2598214285713,872.6866071428566,0.42857142857142855,-2079.0000000000005 D_manip_like_follow_PE,front-week ATM,1h,tune,15,-262.1166666666667,-1058.6916666666666,647.1412499999999,0.4666666666666667,-3931.7500000000005 D_manip_like_follow_PE,front-week ATM,1h,test,26,-286.375,-834.7562500000001,295.75624999999985,0.38461538461538464,-7445.75 D_manip_like_follow_PE,front-week ATM,close,train,7,-3047.4285714285716,-4798.958035714285,-892.5625000000011,0.14285714285714285,-21332.0 D_manip_like_follow_PE,front-week ATM,close,tune,15,269.58333333333337,-1555.2429166666668,2229.5554166666666,0.4666666666666667,4043.750000000001 D_manip_like_follow_PE,front-week ATM,close,test,26,-538.7499999999999,-1704.7625,751.7375000000002,0.23076923076923078,-14007.499999999996 D_manip_like_follow_PE,next(>=4d) ATM,1h,train,7,-153.5357142857149,-1191.8178571428582,949.3982142857129,0.42857142857142855,-1074.7500000000043 D_manip_like_follow_PE,next(>=4d) ATM,1h,tune,15,-194.08333333333368,-952.2162500000004,674.2299999999997,0.4666666666666667,-2911.2500000000055 D_manip_like_follow_PE,next(>=4d) ATM,1h,test,26,-276.22499999999997,-838.2125,348.92499999999984,0.4230769230769231,-7181.8499999999985 D_manip_like_follow_PE,next(>=4d) ATM,close,train,7,-3352.464285714286,-6084.84375,-623.5901785714293,0.14285714285714285,-23467.25 D_manip_like_follow_PE,next(>=4d) ATM,close,tune,15,241.19999999999976,-1359.1325000000004,1967.865416666666,0.4666666666666667,3617.9999999999964 D_manip_like_follow_PE,next(>=4d) ATM,close,test,26,-480.09999999999985,-1589.1425,793.3556250000003,0.2692307692307692,-12482.599999999997