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We can make this file beautiful and searchable if this error is corrected: It looks like row 1508 should actually have 21 columns, instead of 22 in line 1507.
1758 lines (1579 loc) · 171 KB
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out-grading.csv
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problem_id,classifier,sample_flag,sampler,select_flag,stratify_flag,test_mode,duplicate,total_size,split,train_ratio,train_size,upsmaple_size,tag_info,select_mode,class_mode,f_score,acc,auc,base_acc_0,base_acc_1
899/A,rft,True,smote,False,True,cross,keep,412,kf,0.9,370,576,none,none,OK,0.89,0.83,0.78,0.77,0.23
899/A,rft,True,smote,False,True,cross,remove,402,kf,0.9,361,574,none,none,OK,0.89,0.82,0.76,0.79,0.21
899/C,rft,True,smote,False,True,cross,keep,2461,kf,0.9,2214,2278,none,none,OK,0.65,0.65,0.71,0.51,0.49
899/C,rft,True,smote,False,True,cross,remove,1737,kf,0.9,1563,1900,none,none,OK,0.73,0.66,0.70,0.61,0.39
911/E,rft,True,smote,False,True,cross,keep,899,kf,0.9,809,1034,none,none,OK,0.62,0.74,0.79,0.36,0.64
911/E,rft,True,smote,False,True,cross,remove,617,kf,0.9,555,620,none,none,OK,0.66,0.71,0.78,0.44,0.56
915/C,rft,True,smote,False,True,cross,keep,2024,kf,0.9,1821,2412,none,none,OK,0.49,0.69,0.74,0.34,0.66
915/C,rft,True,smote,False,True,cross,remove,1352,kf,0.9,1216,1526,none,none,OK,0.51,0.66,0.72,0.37,0.63
909/A,rft,True,smote,False,True,cross,keep,2513,kf,0.9,2261,2814,none,none,OK,0.77,0.71,0.76,0.62,0.38
909/A,rft,True,smote,False,True,cross,remove,1980,kf,0.9,1782,2518,none,none,OK,0.83,0.75,0.76,0.71,0.29
909/B,rft,True,smote,False,True,cross,keep,2477,kf,0.9,2229,2720,none,none,OK,0.83,0.79,0.85,0.61,0.39
909/B,rft,True,smote,False,True,cross,remove,1907,kf,0.9,1716,2354,none,none,OK,0.86,0.79,0.84,0.69,0.31
909/C,rft,True,smote,False,True,cross,keep,1761,kf,0.9,1584,2304,none,none,OK,0.57,0.79,0.86,0.27,0.73
909/C,rft,True,smote,False,True,cross,remove,1072,kf,0.9,964,1298,none,none,OK,0.62,0.76,0.85,0.33,0.67
909/D,rft,True,smote,False,True,cross,keep,1861,kf,0.9,1674,1962,none,none,OK,0.59,0.67,0.71,0.41,0.59
909/D,rft,True,smote,False,True,cross,remove,847,kf,0.9,762,834,none,none,OK,0.73,0.70,0.76,0.55,0.45
864/A,rft,True,smote,False,True,cross,keep,2449,kf,0.9,2204,2394,none,none,OK,0.69,0.65,0.70,0.54,0.46
864/A,rft,True,smote,False,True,cross,remove,1883,kf,0.9,1694,2058,none,none,OK,0.75,0.67,0.72,0.61,0.39
864/B,rft,True,smote,False,True,cross,keep,2256,kf,0.9,2030,2178,none,none,OK,0.69,0.67,0.72,0.54,0.46
864/B,rft,True,smote,False,True,cross,remove,1725,kf,0.9,1552,1910,none,none,OK,0.74,0.66,0.71,0.62,0.38
864/C,rft,True,smote,False,True,cross,keep,1979,kf,0.9,1781,2224,none,none,OK,0.46,0.63,0.65,0.38,0.62
864/C,rft,True,smote,False,True,cross,remove,1348,kf,0.9,1213,1346,none,none,OK,0.54,0.60,0.65,0.45,0.55
864/D,rft,True,smote,False,True,cross,keep,2338,kf,0.9,2104,2142,none,none,OK,0.68,0.67,0.71,0.51,0.49
864/D,rft,True,smote,False,True,cross,remove,1605,kf,0.9,1444,1716,none,none,OK,0.75,0.69,0.73,0.59,0.41
864/E,rft,True,smote,False,True,cross,keep,888,kf,0.9,799,1080,none,none,OK,0.47,0.69,0.71,0.33,0.67
864/E,rft,True,smote,False,True,cross,remove,612,kf,0.9,550,700,none,none,OK,0.49,0.67,0.71,0.37,0.63
900/A,rft,True,smote,False,True,cross,keep,2871,kf,0.9,2583,3608,none,none,OK,0.84,0.77,0.75,0.70,0.30
900/A,rft,True,smote,False,True,cross,remove,2342,kf,0.9,2107,3250,none,none,OK,0.88,0.81,0.73,0.77,0.23
900/B,rft,True,smote,False,True,cross,keep,2831,kf,0.9,2547,3294,none,none,OK,0.60,0.73,0.81,0.35,0.65
900/B,rft,True,smote,False,True,cross,remove,1899,kf,0.9,1709,1928,none,none,OK,0.67,0.72,0.80,0.44,0.56
900/C,rft,True,smote,False,True,cross,keep,2858,kf,0.9,2572,4120,none,none,OK,0.37,0.80,0.77,0.20,0.80
900/C,rft,True,smote,False,True,cross,remove,1768,kf,0.9,1591,2416,none,none,OK,0.40,0.76,0.74,0.24,0.76
900/D,rft,True,smote,False,True,cross,keep,2507,kf,0.9,2256,2836,none,none,OK,0.59,0.70,0.76,0.37,0.63
900/D,rft,True,smote,False,True,cross,remove,1082,kf,0.9,973,996,none,none,OK,0.76,0.74,0.80,0.49,0.51
900/E,rft,True,smote,False,True,cross,keep,908,kf,0.9,817,864,none,none,OK,0.66,0.64,0.65,0.53,0.47
900/E,rft,True,smote,False,True,cross,remove,481,kf,0.9,432,604,none,none,OK,0.81,0.71,0.67,0.70,0.30
113/B,rft,True,smote,False,True,cross,keep,2228,kf,0.9,2005,3252,none,none,OK,0.41,0.81,0.78,0.19,0.81
113/B,rft,True,smote,False,True,cross,remove,687,kf,0.9,618,904,none,none,OK,0.41,0.74,0.72,0.27,0.73
455/A,rft,True,smote,False,True,cross,remove,1469,kf,0.9,1322,1770,none,none,OK,0.55,0.74,0.79,0.33,0.67
899/A,rft,True,smote,False,True,cross,remove,409,kf,0.9,368,576,none,none,OK,0.89,0.82,0.79,0.78,0.22
899/C,rft,True,smote,False,True,cross,remove,2055,kf,0.9,1849,2278,none,none,OK,0.79,0.73,0.79,0.62,0.38
911/E,rft,True,smote,False,True,cross,remove,802,kf,0.9,721,860,none,none,OK,0.70,0.77,0.84,0.41,0.59
915/C,rft,True,smote,False,True,cross,remove,1800,kf,0.9,1620,2008,none,none,OK,0.62,0.73,0.81,0.38,0.62
909/A,rft,True,smote,False,True,cross,remove,2223,kf,0.9,2000,2814,none,none,OK,0.85,0.78,0.82,0.70,0.30
909/B,rft,True,smote,False,True,cross,remove,2160,kf,0.9,1944,2720,none,none,OK,0.89,0.84,0.88,0.70,0.30
909/C,rft,True,smote,False,True,cross,remove,1510,kf,0.9,1359,1852,none,none,OK,0.73,0.83,0.92,0.32,0.68
909/D,rft,True,smote,False,True,cross,remove,1276,kf,0.9,1148,1388,none,none,OK,0.93,0.91,0.95,0.60,0.40
864/A,rft,True,smote,False,True,cross,remove,2120,kf,0.9,1908,2394,none,none,OK,0.80,0.73,0.77,0.63,0.37
864/B,rft,True,smote,False,True,cross,remove,1943,kf,0.9,1748,2178,none,none,OK,0.79,0.72,0.77,0.62,0.38
864/C,rft,True,smote,False,True,cross,remove,1661,kf,0.9,1494,1652,none,none,OK,0.60,0.66,0.73,0.45,0.55
864/D,rft,True,smote,False,True,cross,remove,1907,kf,0.9,1716,2142,none,none,OK,0.82,0.77,0.80,0.62,0.38
864/E,rft,True,smote,False,True,cross,remove,764,kf,0.9,687,856,none,none,OK,0.57,0.70,0.77,0.38,0.62
900/A,rft,True,smote,False,True,cross,remove,2566,kf,0.9,2309,3608,none,none,OK,0.91,0.85,0.79,0.78,0.22
900/B,rft,True,smote,False,True,cross,remove,2456,kf,0.9,2210,2618,none,none,OK,0.70,0.76,0.86,0.41,0.59
900/C,rft,True,smote,False,True,cross,remove,2477,kf,0.9,2229,3434,none,none,OK,0.49,0.81,0.84,0.23,0.77
900/D,rft,True,smote,False,True,cross,remove,1533,kf,0.9,1379,1678,none,none,OK,0.96,0.95,0.98,0.61,0.39
900/E,rft,True,smote,False,True,cross,remove,598,kf,0.9,538,864,none,none,OK,0.98,0.97,0.97,0.80,0.20
113/B,rft,True,smote,False,True,cross,remove,1494,kf,0.9,1344,1930,none,none,OK,0.64,0.82,0.90,0.28,0.72
455/A,rft,True,smote,False,True,cross,remove,1363,kf,0.9,1226,1618,none,none,OK,0.57,0.73,0.79,0.34,0.66
899/A,rft,True,smote,False,True,cross,remove,403,kf,0.9,362,576,none,none,OK,0.89,0.82,0.77,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,kf,0.9,1596,2224,none,none,OK,0.80,0.70,0.70,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove,629,kf,0.9,566,570,none,none,OK,0.71,0.70,0.77,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,none,none,OK,0.61,0.66,0.73,0.44,0.56
909/A,rft,True,smote,False,True,cross,remove,1987,kf,0.9,1788,2740,none,none,OK,0.87,0.79,0.76,0.77,0.23
909/B,rft,True,smote,False,True,cross,remove,1914,kf,0.9,1722,2586,none,none,OK,0.89,0.82,0.84,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,kf,0.9,1016,1232,none,none,OK,0.72,0.78,0.87,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove,951,kf,0.9,855,1262,none,none,OK,0.91,0.86,0.87,0.74,0.26
864/A,rft,True,smote,False,True,cross,remove,1888,kf,0.9,1699,2286,none,none,OK,0.80,0.71,0.71,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,kf,0.9,1572,2106,none,none,OK,0.79,0.69,0.72,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,kf,0.9,1222,1286,none,none,OK,0.64,0.61,0.63,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,kf,0.9,1493,2052,none,none,OK,0.83,0.75,0.74,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove,631,kf,0.9,567,630,none,none,OK,0.58,0.63,0.70,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2364,kf,0.9,2127,3460,none,none,OK,0.91,0.84,0.73,0.81,0.19
900/B,rft,True,smote,False,True,cross,remove,1924,kf,0.9,1731,1764,none,none,OK,0.71,0.72,0.80,0.49,0.51
900/C,rft,True,smote,False,True,cross,remove,1798,kf,0.9,1618,2246,none,none,OK,0.50,0.72,0.76,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,kf,0.9,1023,1530,none,none,OK,0.95,0.92,0.95,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove,496,kf,0.9,446,804,none,none,OK,0.96,0.93,0.86,0.90,0.10
113/B,rft,True,smote,False,True,cross,remove,817,kf,0.9,735,842,none,none,OK,0.57,0.66,0.73,0.43,0.57
455/A,rft,True,smote,False,True,cross,remove,1363,ss,0.2,272,358,none,none,OK,0.50,0.69,0.72,0.34,0.66
899/A,rft,True,smote,False,True,cross,remove,403,ss,0.2,80,126,none,none,OK,0.88,0.80,0.71,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,ss,0.2,354,492,none,none,OK,0.78,0.67,0.65,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove,629,ss,0.2,125,126,none,none,OK,0.66,0.66,0.71,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,ss,0.2,286,322,none,none,OK,0.57,0.62,0.68,0.44,0.56
909/A,rft,True,smote,False,True,cross,remove,1987,ss,0.2,397,608,none,none,OK,0.85,0.77,0.75,0.77,0.23
909/B,rft,True,smote,False,True,cross,remove,1914,ss,0.2,382,574,none,none,OK,0.88,0.80,0.79,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,ss,0.2,225,272,none,none,OK,0.67,0.75,0.84,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove,951,ss,0.2,190,280,none,none,OK,0.90,0.84,0.83,0.74,0.26
864/A,rft,True,smote,False,True,cross,remove,1888,ss,0.2,377,506,none,none,OK,0.78,0.69,0.66,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,ss,0.2,349,468,none,none,OK,0.77,0.67,0.66,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,ss,0.2,271,284,none,none,OK,0.60,0.57,0.59,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,ss,0.2,331,454,none,none,OK,0.80,0.71,0.70,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove,631,ss,0.2,126,140,none,none,OK,0.54,0.60,0.64,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2364,ss,0.2,472,768,none,none,OK,0.90,0.82,0.71,0.81,0.19
900/B,rft,True,smote,False,True,cross,remove,1924,ss,0.2,384,392,none,none,OK,0.68,0.69,0.76,0.49,0.51
900/C,rft,True,smote,False,True,cross,remove,1798,ss,0.2,359,498,none,none,OK,0.48,0.71,0.73,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,ss,0.2,227,340,none,none,OK,0.94,0.91,0.92,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove,496,ss,0.2,99,178,none,none,OK,0.95,0.91,0.78,0.90,0.10
113/B,rft,True,smote,False,True,cross,remove,817,ss,0.2,163,186,none,none,OK,0.55,0.64,0.68,0.43,0.57
455/A,rft,True,smote,False,True,cross,remove,1363,ss,0.2, 272, 358,none,none,OK,0.50,0.69,0.72,0.34,0.66
899/A,rft,True,smote,False,True,cross,remove, 403,ss,0.2, 80, 126,none,none,OK,0.88,0.80,0.71,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,ss,0.2, 354, 492,none,none,OK,0.78,0.67,0.65,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove, 629,ss,0.2, 125, 126,none,none,OK,0.66,0.66,0.71,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,ss,0.2, 286, 322,none,none,OK,0.57,0.62,0.68,0.44,0.56
909/A,rft,True,smote,False,True,cross,remove,1987,ss,0.2, 397, 608,none,none,OK,0.85,0.77,0.75,0.77,0.23
909/B,rft,True,smote,False,True,cross,remove,1914,ss,0.2, 382, 574,none,none,OK,0.88,0.80,0.79,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,ss,0.2, 225, 272,none,none,OK,0.67,0.75,0.84,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,ss,0.2, 190, 280,none,none,OK,0.90,0.84,0.83,0.74,0.26
864/A,rft,True,smote,False,True,cross,remove,1888,ss,0.2, 377, 506,none,none,OK,0.78,0.69,0.66,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,ss,0.2, 349, 468,none,none,OK,0.77,0.67,0.66,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,ss,0.2, 271, 284,none,none,OK,0.60,0.57,0.59,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,ss,0.2, 331, 454,none,none,OK,0.80,0.71,0.70,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove, 631,ss,0.2, 126, 140,none,none,OK,0.54,0.60,0.64,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2364,ss,0.2, 472, 768,none,none,OK,0.90,0.82,0.71,0.81,0.19
900/B,rft,True,smote,False,True,cross,remove,1924,ss,0.2, 384, 392,none,none,OK,0.68,0.69,0.76,0.49,0.51
900/C,rft,True,smote,False,True,cross,remove,1798,ss,0.2, 359, 498,none,none,OK,0.48,0.71,0.73,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,ss,0.2, 227, 340,none,none,OK,0.94,0.91,0.92,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove, 496,ss,0.2, 99, 178,none,none,OK,0.95,0.91,0.78,0.90,0.10
113/B,rft,True,smote,False,True,cross,remove, 817,ss,0.2, 163, 186,none,none,OK,0.55,0.64,0.68,0.43,0.57
455/A,rft,True,smote,False,True,cross,remove,1363,ss,0.2, 272, 358,-all,none,OK,0.49,0.69,0.73,0.34,0.66
899/A,rft,True,smote,False,True,cross,remove, 403,ss,0.2, 80, 126,-all,none,OK,0.88,0.81,0.71,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,ss,0.2, 354, 492,-all,none,OK,0.78,0.67,0.65,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove, 629,ss,0.2, 125, 126,-all,none,OK,0.66,0.66,0.71,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,ss,0.2, 286, 322,-all,none,OK,0.57,0.63,0.69,0.44,0.56
909/A,rft,True,smote,False,True,cross,remove,1987,ss,0.2, 397, 608,-all,none,OK,0.85,0.77,0.75,0.77,0.23
909/B,rft,True,smote,False,True,cross,remove,1914,ss,0.2, 382, 574,-all,none,OK,0.88,0.81,0.78,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,ss,0.2, 225, 272,-all,none,OK,0.68,0.75,0.84,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,ss,0.2, 190, 280,-all,none,OK,0.90,0.84,0.83,0.74,0.26
864/A,rft,True,smote,False,True,cross,remove,1888,ss,0.2, 377, 506,-all,none,OK,0.78,0.69,0.66,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,ss,0.2, 349, 468,-all,none,OK,0.77,0.67,0.66,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,ss,0.2, 271, 284,-all,none,OK,0.60,0.57,0.59,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,ss,0.2, 331, 454,-all,none,OK,0.80,0.71,0.70,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove, 631,ss,0.2, 126, 140,-all,none,OK,0.54,0.60,0.64,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2364,ss,0.2, 472, 768,-all,none,OK,0.90,0.83,0.71,0.81,0.19
900/B,rft,True,smote,False,True,cross,remove,1924,ss,0.2, 384, 392,-all,none,OK,0.68,0.69,0.77,0.49,0.51
900/C,rft,True,smote,False,True,cross,remove,1798,ss,0.2, 359, 498,-all,none,OK,0.48,0.71,0.73,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,ss,0.2, 227, 340,-all,none,OK,0.94,0.91,0.93,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove, 496,ss,0.2, 99, 178,-all,none,OK,0.95,0.91,0.80,0.90,0.10
113/B,rft,True,smote,False,True,cross,remove, 817,ss,0.2, 163, 186,-all,none,OK,0.55,0.64,0.69,0.43,0.57
455/A,rft,True,smote,False,True,cross,remove,1419,ss,0.2, 283, 380,-all,none,OK,0.48,0.70,0.72,0.33,0.67
899/A,rft,True,smote,False,True,cross,remove, 420,ss,0.2, 84, 128,-all,none,OK,0.85,0.76,0.69,0.76,0.24
899/C,rft,True,smote,False,True,cross,remove,1785,ss,0.2, 357, 494,-all,none,OK,0.78,0.67,0.65,0.69,0.31
911/E,rft,True,smote,False,True,cross,remove, 657,ss,0.2, 131, 138,-all,none,OK,0.62,0.64,0.70,0.48,0.52
915/C,rft,True,smote,False,True,cross,remove,1599,ss,0.2, 319, 390,-all,none,OK,0.51,0.64,0.70,0.39,0.61
909/A,rft,True,smote,False,True,cross,remove,1990,ss,0.2, 398, 608,-all,none,OK,0.86,0.77,0.75,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1918,ss,0.2, 383, 574,-all,none,OK,0.87,0.80,0.78,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1268,ss,0.2, 253, 328,-all,none,OK,0.66,0.77,0.85,0.35,0.65
909/D,rft,True,smote,False,True,cross,remove,1113,ss,0.2, 222, 280,-all,none,OK,0.85,0.81,0.85,0.63,0.37
864/A,rft,True,smote,False,True,cross,remove,1894,ss,0.2, 378, 506,-all,none,OK,0.78,0.69,0.67,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1753,ss,0.2, 350, 466,-all,none,OK,0.77,0.67,0.66,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1380,ss,0.2, 276, 286,-all,none,OK,0.59,0.57,0.60,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1712,ss,0.2, 342, 456,-all,none,OK,0.78,0.70,0.69,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 640,ss,0.2, 128, 144,-all,none,OK,0.51,0.59,0.62,0.44,0.56
900/A,rft,True,smote,False,True,cross,remove,2411,ss,0.2, 482, 768,-all,none,OK,0.89,0.81,0.70,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,2000,ss,0.2, 400, 422,-all,none,OK,0.65,0.68,0.75,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1849,ss,0.2, 369, 518,-all,none,OK,0.47,0.72,0.73,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1155,ss,0.2, 231, 340,-all,none,OK,0.94,0.90,0.92,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 506,ss,0.2, 101, 178,-all,none,OK,0.95,0.91,0.82,0.88,0.12
113/B,rft,True,smote,False,True,cross,remove,1075,ss,0.2, 215, 290,-all,none,OK,0.51,0.73,0.73,0.33,0.67
282/A,rft,True,smote,False,True,cross,remove,2523,ss,0.2, 504, 772,-all,none,OK,0.82,0.71,0.59,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,ss,0.2, 338, 416,-all,none,OK,0.73,0.66,0.70,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,ss,0.2, 365, 398,-all,none,OK,0.76,0.72,0.78,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,ss,0.2, 188, 264,-all,none,OK,0.87,0.80,0.80,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,ss,0.2, 222, 280,-all,none,OK,0.80,0.72,0.70,0.63,0.37
282/A,rft,True,smote,False,True,cross,remove,2523,kf,0.9,2270,3480,['none'],none,OK,0.83,0.72,0.60,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,kf,0.9,1524,1874,['none'],none,OK,0.76,0.70,0.74,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,kf,0.9,1645,1796,['none'],none,OK,0.79,0.76,0.81,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,kf,0.9, 847,1188,['none'],none,OK,0.88,0.83,0.85,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,kf,0.9, 999,1262,['none'],none,OK,0.83,0.75,0.73,0.63,0.37
282/A,rft,True,smote,False,True,cross,--keep,2915,kf,0.9,2623,3834,['none'],none,OK,0.80,0.69,0.61,0.73,0.27
282/B,rft,True,smote,False,True,cross,--keep,2300,kf,0.9,2070,2132,['none'],none,OK,0.67,0.69,0.78,0.49,0.51
282/C,rft,True,smote,False,True,cross,--keep,2923,kf,0.9,2630,3304,['none'],none,OK,0.66,0.74,0.82,0.37,0.63
282/D,rft,True,smote,False,True,cross,--keep,2465,kf,0.9,2218,2982,['none'],none,OK,0.49,0.68,0.71,0.33,0.67
282/E,rft,True,smote,False,True,cross,--keep,2584,kf,0.9,2325,3054,['none'],none,OK,0.43,0.64,0.67,0.34,0.66
909/E,rft,True,smote,False,True,cross,--keep, 201,kf,0.9, 180, 206,['none'],none,OK,0.63,0.69,0.70,0.43,0.57
455/A,rft,True,smote,False,True,cross,remove,1363,kf,0.9,1226,1618,['none'],none,OK,0.58,0.73,0.79,0.34,0.66
899/A,rft,True,smote,False,True,cross,remove, 403,kf,0.9, 362, 576,['none'],none,OK,0.89,0.82,0.76,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,kf,0.9,1596,2224,['none'],none,OK,0.81,0.72,0.71,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove, 629,kf,0.9, 566, 570,['none'],none,OK,0.72,0.71,0.78,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,['none'],none,OK,0.60,0.65,0.73,0.44,0.56
113/B,rft,True,smote,False,True,cross,remove, 817,kf,0.9, 735, 842,['none'],none,OK,0.59,0.68,0.74,0.43,0.57
909/A,rft,True,smote,False,True,cross,remove,1987,kf,0.9,1788,2740,['none'],none,OK,0.87,0.79,0.76,0.77,0.23
909/B,rft,True,smote,False,True,cross,remove,1914,kf,0.9,1722,2586,['none'],none,OK,0.89,0.82,0.84,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,kf,0.9,1016,1232,['none'],none,OK,0.73,0.79,0.88,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,kf,0.9, 855,1262,['none'],none,OK,0.91,0.86,0.87,0.74,0.26
909/E,rft,True,smote,False,True,cross,remove, 172,kf,0.9, 154, 158,['none'],none,OK,0.57,0.59,0.65,0.49,0.51
864/A,rft,True,smote,False,True,cross,remove,1888,kf,0.9,1699,2286,['none'],none,OK,0.81,0.72,0.72,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,kf,0.9,1572,2106,['none'],none,OK,0.80,0.71,0.72,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,kf,0.9,1222,1286,['none'],none,OK,0.62,0.59,0.63,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,kf,0.9,1493,2052,['none'],none,OK,0.82,0.74,0.74,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove, 631,kf,0.9, 567, 630,['none'],none,OK,0.57,0.63,0.69,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2364,kf,0.9,2127,3460,['none'],none,OK,0.91,0.84,0.74,0.81,0.19
900/B,rft,True,smote,False,True,cross,remove,1924,kf,0.9,1731,1764,['none'],none,OK,0.71,0.71,0.80,0.49,0.51
900/C,rft,True,smote,False,True,cross,remove,1798,kf,0.9,1618,2246,['none'],none,OK,0.52,0.73,0.76,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,kf,0.9,1023,1530,['none'],none,OK,0.95,0.92,0.95,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove, 496,kf,0.9, 446, 804,['none'],none,OK,0.96,0.93,0.87,0.90,0.10
282/A,rft,True,smote,False,True,cross,remove,2523,kf,0.9,2270,3480,['none'],none,OK,0.83,0.72,0.61,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,kf,0.9,1524,1874,['none'],none,OK,0.75,0.69,0.75,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,kf,0.9,1645,1796,['none'],none,OK,0.79,0.75,0.81,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,kf,0.9, 847,1188,['none'],none,OK,0.88,0.83,0.85,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,kf,0.9, 999,1262,['none'],none,OK,0.83,0.76,0.72,0.63,0.37
848/A,rft,True,smote,False,True,cross,remove,1006,kf,0.9, 905,1778,['none'],none,OK,0.99,0.98,0.68,0.98,0.02
848/B,rft,True,smote,False,True,cross,remove, 737,kf,0.9, 663,1260,['none'],none,OK,0.97,0.94,0.72,0.95,0.05
848/C,rft,True,smote,False,True,cross,remove, 351,kf,0.9, 315, 526,['none'],none,OK,0.91,0.83,0.74,0.83,0.17
455/A,rft,True,smote,False,True,cross,remove,1363,kf,0.9,1226,1618,['none'],-fns,OK,0.55,0.72,0.78,0.34,0.66
899/A,rft,True,smote,False,True,cross,remove, 403,kf,0.9, 362, 576,['none'],-fns,OK,0.89,0.82,0.75,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,kf,0.9,1596,2224,['none'],-fns,OK,0.80,0.71,0.70,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove, 629,kf,0.9, 566, 570,['none'],-fns,OK,0.71,0.70,0.77,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,['none'],-fns,OK,0.59,0.65,0.72,0.44,0.56
113/B,rft,True,smote,False,True,cross,remove, 817,kf,0.9, 735, 842,['none'],-fns,OK,0.52,0.62,0.67,0.43,0.57
909/A,rft,True,smote,False,True,cross,remove,1987,kf,0.9,1788,2740,['none'],-fns,OK,0.87,0.79,0.76,0.77,0.23
909/B,rft,True,smote,False,True,cross,remove,1914,kf,0.9,1722,2586,['none'],-fns,OK,0.89,0.83,0.85,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,kf,0.9,1016,1232,['none'],-fns,OK,0.74,0.79,0.88,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,kf,0.9, 855,1262,['none'],-fns,OK,0.91,0.85,0.86,0.74,0.26
909/E,rft,True,smote,False,True,cross,remove, 172,kf,0.9, 154, 158,['none'],-fns,OK,0.59,0.62,0.64,0.49,0.51
864/A,rft,True,smote,False,True,cross,remove,1888,kf,0.9,1699,2286,['none'],-fns,OK,0.81,0.72,0.71,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,kf,0.9,1572,2106,['none'],-fns,OK,0.78,0.67,0.66,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,kf,0.9,1222,1286,['none'],-fns,OK,0.63,0.60,0.64,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,kf,0.9,1493,2052,['none'],-fns,OK,0.82,0.74,0.73,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove, 631,kf,0.9, 567, 630,['none'],-fns,OK,0.52,0.59,0.63,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2364,kf,0.9,2127,3460,['none'],-fns,OK,0.91,0.84,0.74,0.81,0.19
900/B,rft,True,smote,False,True,cross,remove,1924,kf,0.9,1731,1764,['none'],-fns,OK,0.72,0.72,0.80,0.49,0.51
900/C,rft,True,smote,False,True,cross,remove,1798,kf,0.9,1618,2246,['none'],-fns,OK,0.51,0.73,0.76,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,kf,0.9,1023,1530,['none'],-fns,OK,0.95,0.92,0.95,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove, 496,kf,0.9, 446, 804,['none'],-fns,OK,0.97,0.94,0.85,0.90,0.10
282/A,rft,True,smote,False,True,cross,remove,2523,kf,0.9,2270,3480,['none'],-fns,OK,0.83,0.71,0.60,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,kf,0.9,1524,1874,['none'],-fns,OK,0.74,0.68,0.73,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,kf,0.9,1645,1796,['none'],-fns,OK,0.79,0.76,0.81,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,kf,0.9, 847,1188,['none'],-fns,OK,0.88,0.82,0.84,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,kf,0.9, 999,1262,['none'],-fns,OK,0.83,0.75,0.73,0.63,0.37
848/A,rft,True,smote,False,True,cross,remove,1006,kf,0.9, 905,1778,['none'],-fns,OK,0.99,0.98,0.60,0.98,0.02
848/B,rft,True,smote,False,True,cross,remove, 737,kf,0.9, 663,1260,['none'],-fns,OK,0.97,0.94,0.65,0.95,0.05
848/C,rft,True,smote,False,True,cross,remove, 351,kf,0.9, 315, 526,['none'],-fns,OK,0.90,0.83,0.75,0.83,0.17
455/A,rft,True,smote,False,True,cross,remove,1363,kf,0.9,1226,1618,['none'],none,OK,0.55,0.72,0.78,0.34,0.66
899/A,rft,True,smote,False,True,cross,remove, 403,kf,0.9, 362, 576,['none'],none,OK,0.88,0.81,0.77,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,kf,0.9,1596,2224,['none'],none,OK,0.81,0.71,0.70,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove, 629,kf,0.9, 566, 570,['none'],none,OK,0.73,0.73,0.79,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,['none'],none,OK,0.61,0.66,0.74,0.44,0.56
113/B,rft,True,smote,False,True,cross,remove, 817,kf,0.9, 735, 842,['none'],none,OK,0.62,0.69,0.74,0.43,0.57
909/A,rft,True,smote,False,True,cross,remove,1987,kf,0.9,1788,2740,['none'],none,OK,0.87,0.79,0.77,0.77,0.23
909/B,rft,True,smote,False,True,cross,remove,1914,kf,0.9,1722,2586,['none'],none,OK,0.89,0.83,0.84,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,kf,0.9,1016,1232,['none'],none,OK,0.74,0.79,0.88,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,kf,0.9, 855,1262,['none'],none,OK,0.92,0.87,0.88,0.74,0.26
909/E,rft,True,smote,False,True,cross,remove, 172,kf,0.9, 154, 158,['none'],none,OK,0.62,0.64,0.65,0.49,0.51
864/A,rft,True,smote,False,True,cross,remove,1888,kf,0.9,1699,2286,['none'],none,OK,0.81,0.72,0.72,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,kf,0.9,1572,2106,['none'],none,OK,0.79,0.70,0.73,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,kf,0.9,1222,1286,['none'],none,OK,0.62,0.59,0.63,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,kf,0.9,1493,2052,['none'],none,OK,0.83,0.75,0.74,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove, 631,kf,0.9, 567, 630,['none'],none,OK,0.58,0.64,0.70,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2364,kf,0.9,2127,3460,['none'],none,OK,0.91,0.84,0.73,0.81,0.19
900/B,rft,True,smote,False,True,cross,remove,1924,kf,0.9,1731,1764,['none'],none,OK,0.71,0.72,0.80,0.49,0.51
900/C,rft,True,smote,False,True,cross,remove,1798,kf,0.9,1618,2246,['none'],none,OK,0.49,0.72,0.76,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,kf,0.9,1023,1530,['none'],none,OK,0.95,0.93,0.95,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove, 496,kf,0.9, 446, 804,['none'],none,OK,0.97,0.94,0.88,0.90,0.10
282/A,rft,True,smote,False,True,cross,remove,2523,kf,0.9,2270,3480,['none'],none,OK,0.83,0.72,0.60,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,kf,0.9,1524,1874,['none'],none,OK,0.75,0.69,0.74,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,kf,0.9,1645,1796,['none'],none,OK,0.79,0.75,0.81,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,kf,0.9, 847,1188,['none'],none,OK,0.89,0.83,0.85,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,kf,0.9, 999,1262,['none'],none,OK,0.83,0.75,0.73,0.63,0.37
848/A,rft,True,smote,False,True,cross,remove,1006,kf,0.9, 905,1778,['none'],none,OK,0.99,0.98,0.68,0.98,0.02
848/B,rft,True,smote,False,True,cross,remove, 737,kf,0.9, 663,1260,['none'],none,OK,0.97,0.94,0.69,0.95,0.05
848/C,rft,True,smote,False,True,cross,remove, 351,kf,0.9, 315, 526,['none'],none,OK,0.91,0.84,0.74,0.83,0.17
812/A,rft,True,smote,False,True,cross,--keep,2908,kf,0.9,2617,2832,['none'],none,OK,0.68,0.65,0.69,0.54,0.46
455/A,rft,True,smote,False,True,cross,--keep,1595,kf,0.9,1435,1998,['none'],none,OK,0.52,0.74,0.78,0.30,0.70
899/A,rft,True,smote,False,True,cross,--keep, 412,kf,0.9, 370, 576,['none'],none,OK,0.89,0.83,0.79,0.77,0.23
899/C,rft,True,smote,False,True,cross,--keep,2461,kf,0.9,2214,2278,['none'],none,OK,0.65,0.66,0.71,0.51,0.49
911/E,rft,True,smote,False,True,cross,--keep, 899,kf,0.9, 809,1034,['none'],none,OK,0.62,0.74,0.81,0.36,0.64
915/C,rft,True,smote,False,True,cross,--keep,2024,kf,0.9,1821,2412,['none'],none,OK,0.50,0.70,0.74,0.34,0.66
113/B,rft,True,smote,False,True,cross,--keep,2228,kf,0.9,2005,3252,['none'],none,OK,0.42,0.81,0.78,0.19,0.81
909/A,rft,True,smote,False,True,cross,--keep,2513,kf,0.9,2261,2814,['none'],none,OK,0.77,0.71,0.77,0.62,0.38
909/B,rft,True,smote,False,True,cross,--keep,2477,kf,0.9,2229,2720,['none'],none,OK,0.83,0.79,0.85,0.61,0.39
909/C,rft,True,smote,False,True,cross,--keep,1761,kf,0.9,1584,2304,['none'],none,OK,0.59,0.79,0.86,0.27,0.73
909/D,rft,True,smote,False,True,cross,--keep,1861,kf,0.9,1674,1962,['none'],none,OK,0.60,0.68,0.72,0.41,0.59
909/E,rft,True,smote,False,True,cross,--keep, 201,kf,0.9, 180, 206,['none'],none,OK,0.63,0.68,0.72,0.43,0.57
864/A,rft,True,smote,False,True,cross,--keep,2449,kf,0.9,2204,2394,['none'],none,OK,0.70,0.66,0.70,0.54,0.46
864/B,rft,True,smote,False,True,cross,--keep,2256,kf,0.9,2030,2178,['none'],none,OK,0.69,0.67,0.72,0.54,0.46
864/C,rft,True,smote,False,True,cross,--keep,1979,kf,0.9,1781,2224,['none'],none,OK,0.46,0.63,0.65,0.38,0.62
864/D,rft,True,smote,False,True,cross,--keep,2338,kf,0.9,2104,2142,['none'],none,OK,0.69,0.67,0.71,0.51,0.49
864/E,rft,True,smote,False,True,cross,--keep, 888,kf,0.9, 799,1080,['none'],none,OK,0.46,0.70,0.73,0.33,0.67
900/A,rft,True,smote,False,True,cross,--keep,2871,kf,0.9,2583,3608,['none'],none,OK,0.84,0.78,0.75,0.70,0.30
900/B,rft,True,smote,False,True,cross,--keep,2831,kf,0.9,2547,3294,['none'],none,OK,0.60,0.73,0.81,0.35,0.65
900/C,rft,True,smote,False,True,cross,--keep,2858,kf,0.9,2572,4120,['none'],none,OK,0.35,0.79,0.76,0.20,0.80
900/D,rft,True,smote,False,True,cross,--keep,2507,kf,0.9,2256,2836,['none'],none,OK,0.60,0.71,0.77,0.37,0.63
900/E,rft,True,smote,False,True,cross,--keep, 908,kf,0.9, 817, 864,['none'],none,OK,0.66,0.63,0.65,0.53,0.47
282/A,rft,True,smote,False,True,cross,--keep,2915,kf,0.9,2623,3834,['none'],none,OK,0.80,0.70,0.61,0.73,0.27
282/B,rft,True,smote,False,True,cross,--keep,2300,kf,0.9,2070,2132,['none'],none,OK,0.69,0.71,0.78,0.49,0.51
282/C,rft,True,smote,False,True,cross,--keep,2923,kf,0.9,2630,3304,['none'],none,OK,0.66,0.74,0.81,0.37,0.63
282/D,rft,True,smote,False,True,cross,--keep,2465,kf,0.9,2218,2982,['none'],none,OK,0.51,0.69,0.72,0.33,0.67
282/E,rft,True,smote,False,True,cross,--keep,2584,kf,0.9,2325,3054,['none'],none,OK,0.44,0.65,0.68,0.34,0.66
848/A,rft,True,smote,False,True,cross,--keep,1720,kf,0.9,1548,1822,['none'],none,OK,0.71,0.66,0.67,0.59,0.41
848/B,rft,True,smote,False,True,cross,--keep,1186,kf,0.9,1067,1292,['none'],none,OK,0.72,0.65,0.62,0.60,0.40
848/C,rft,True,smote,False,True,cross,--keep,1076,kf,0.9, 968,1102,['none'],none,OK,0.67,0.73,0.78,0.43,0.57
455/A,rft,True,smote,False,True,cross,remove,1363,kf,0.9,1226,1618,['none'],none,OK,0.55,0.72,0.78,0.34,0.66
899/A,rft,True,smote,False,True,cross,remove, 403,kf,0.9, 362, 576,['none'],none,OK,0.88,0.81,0.77,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,kf,0.9,1596,2224,['none'],none,OK,0.81,0.71,0.70,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove, 629,kf,0.9, 566, 570,['none'],none,OK,0.73,0.73,0.79,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,['none'],none,OK,0.61,0.66,0.74,0.44,0.56
113/B,rft,True,smote,False,True,cross,remove, 817,kf,0.9, 735, 842,['none'],none,OK,0.62,0.69,0.74,0.43,0.57
909/A,rft,True,smote,False,True,cross,remove,1987,kf,0.9,1788,2740,['none'],none,OK,0.87,0.79,0.77,0.77,0.23
909/B,rft,True,smote,False,True,cross,remove,1914,kf,0.9,1722,2586,['none'],none,OK,0.89,0.83,0.84,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,kf,0.9,1016,1232,['none'],none,OK,0.74,0.79,0.88,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,kf,0.9, 855,1262,['none'],none,OK,0.92,0.87,0.88,0.74,0.26
909/E,rft,True,smote,False,True,cross,remove, 172,kf,0.9, 154, 158,['none'],none,OK,0.62,0.64,0.65,0.49,0.51
864/A,rft,True,smote,False,True,cross,remove,1888,kf,0.9,1699,2286,['none'],none,OK,0.81,0.72,0.72,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,kf,0.9,1572,2106,['none'],none,OK,0.79,0.70,0.73,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,kf,0.9,1222,1286,['none'],none,OK,0.62,0.59,0.63,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,kf,0.9,1493,2052,['none'],none,OK,0.83,0.75,0.74,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove, 631,kf,0.9, 567, 630,['none'],none,OK,0.58,0.64,0.70,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2364,kf,0.9,2127,3460,['none'],none,OK,0.91,0.84,0.73,0.81,0.19
900/B,rft,True,smote,False,True,cross,remove,1924,kf,0.9,1731,1764,['none'],none,OK,0.71,0.72,0.80,0.49,0.51
900/C,rft,True,smote,False,True,cross,remove,1798,kf,0.9,1618,2246,['none'],none,OK,0.49,0.72,0.76,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,kf,0.9,1023,1530,['none'],none,OK,0.95,0.93,0.95,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove, 496,kf,0.9, 446, 804,['none'],none,OK,0.97,0.94,0.88,0.90,0.10
282/A,rft,True,smote,False,True,cross,remove,2523,kf,0.9,2270,3480,['none'],none,OK,0.83,0.72,0.60,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,kf,0.9,1524,1874,['none'],none,OK,0.75,0.69,0.74,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,kf,0.9,1645,1796,['none'],none,OK,0.79,0.75,0.81,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,kf,0.9, 847,1188,['none'],none,OK,0.89,0.83,0.85,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,kf,0.9, 999,1262,['none'],none,OK,0.83,0.75,0.73,0.63,0.37
848/A,rft,True,smote,False,True,cross,remove,1006,kf,0.9, 905,1778,['none'],none,OK,0.99,0.98,0.68,0.98,0.02
848/B,rft,True,smote,False,True,cross,remove, 737,kf,0.9, 663,1260,['none'],none,OK,0.97,0.94,0.69,0.95,0.05
848/C,rft,True,smote,False,True,cross,remove, 351,kf,0.9, 315, 526,['none'],none,OK,0.91,0.84,0.74,0.83,0.17
455/A,rft,True,smote,False,True,cross,remove,1363,kf,0.9,1226,1618,['-all'],none,OK,0.56,0.73,0.78,0.34,0.66
899/A,rft,True,smote,False,True,cross,remove, 403,kf,0.9, 362, 576,['-all'],none,OK,0.89,0.82,0.76,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,kf,0.9,1596,2224,['-all'],none,OK,0.80,0.71,0.70,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove, 629,kf,0.9, 566, 570,['-all'],none,OK,0.73,0.73,0.79,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,['-all'],none,OK,0.60,0.65,0.73,0.44,0.56
113/B,rft,True,smote,False,True,cross,remove, 817,kf,0.9, 735, 842,['-all'],none,OK,0.59,0.67,0.74,0.43,0.57
909/A,rft,True,smote,False,True,cross,remove,1987,kf,0.9,1788,2740,['-all'],none,OK,0.87,0.79,0.76,0.77,0.23
909/B,rft,True,smote,False,True,cross,remove,1914,kf,0.9,1722,2586,['-all'],none,OK,0.89,0.83,0.84,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,kf,0.9,1016,1232,['-all'],none,OK,0.75,0.80,0.88,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,kf,0.9, 855,1262,['-all'],none,OK,0.92,0.88,0.88,0.74,0.26
909/E,rft,True,smote,False,True,cross,remove, 172,kf,0.9, 154, 158,['-all'],none,OK,0.65,0.67,0.68,0.49,0.51
864/A,rft,True,smote,False,True,cross,remove,1888,kf,0.9,1699,2286,['-all'],none,OK,0.81,0.73,0.72,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,kf,0.9,1572,2106,['-all'],none,OK,0.80,0.71,0.73,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,kf,0.9,1222,1286,['-all'],none,OK,0.63,0.60,0.64,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,kf,0.9,1493,2052,['-all'],none,OK,0.82,0.74,0.74,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove, 631,kf,0.9, 567, 630,['-all'],none,OK,0.57,0.63,0.70,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2364,kf,0.9,2127,3460,['-all'],none,OK,0.90,0.84,0.73,0.81,0.19
900/B,rft,True,smote,False,True,cross,remove,1924,kf,0.9,1731,1764,['-all'],none,OK,0.71,0.72,0.80,0.49,0.51
900/C,rft,True,smote,False,True,cross,remove,1798,kf,0.9,1618,2246,['-all'],none,OK,0.50,0.73,0.77,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,kf,0.9,1023,1530,['-all'],none,OK,0.95,0.93,0.95,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove, 496,kf,0.9, 446, 804,['-all'],none,OK,0.97,0.94,0.89,0.90,0.10
282/A,rft,True,smote,False,True,cross,remove,2523,kf,0.9,2270,3480,['-all'],none,OK,0.83,0.72,0.61,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,kf,0.9,1524,1874,['-all'],none,OK,0.76,0.70,0.75,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,kf,0.9,1645,1796,['-all'],none,OK,0.79,0.75,0.81,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,kf,0.9, 847,1188,['-all'],none,OK,0.88,0.83,0.85,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,kf,0.9, 999,1262,['-all'],none,OK,0.83,0.75,0.73,0.63,0.37
848/A,rft,True,smote,False,True,cross,remove,1006,kf,0.9, 905,1778,['-all'],none,OK,0.99,0.98,0.63,0.98,0.02
848/B,rft,True,smote,False,True,cross,remove, 737,kf,0.9, 663,1260,['-all'],none,OK,0.97,0.94,0.71,0.95,0.05
848/C,rft,True,smote,False,True,cross,remove, 351,kf,0.9, 315, 526,['-all'],none,OK,0.91,0.84,0.75,0.83,0.17
812/A,rft,True,smote,False,True,cross,remove,2136,kf,0.9,1922,2616,['-all'],none,OK,0.80,0.71,0.68,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,2824,kf,0.9,2541,2990,['-all'],none,OK,0.80,0.84,0.94,0.41,0.59
812/C,rft,True,smote,False,True,cross,remove,1822,kf,0.9,1639,1776,['-all'],none,OK,0.66,0.69,0.76,0.46,0.54
812/D,rft,True,smote,False,True,cross,remove, 234,kf,0.9, 210, 360,['-all'],none,OK,0.93,0.88,0.89,0.85,0.15
812/E,rft,True,smote,False,True,cross,remove, 581,kf,0.9, 522, 988,['-all'],none,OK,0.98,0.96,0.82,0.94,0.06
812/A,rft,True,smote,False,True,cross,remove,2136,kf,0.9,1922,2616,['-all'],none,OK,0.32,0.41,0.53,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,2824,kf,0.9,2541,2990,['-all'],none,OK,0.52,0.49,0.54,0.41,0.59
812/C,rft,True,smote,False,True,cross,remove,1822,kf,0.9,1639,1776,['-all'],none,OK,0.62,0.51,0.55,0.46,0.54
812/D,rft,True,smote,False,True,cross,remove, 234,kf,0.9, 210, 360,['-all'],none,OK,0.92,0.86,0.69,0.85,0.15
812/E,rft,True,smote,False,True,cross,remove, 581,kf,0.9, 522, 988,['-all'],none,OK,0.75,0.63,0.63,0.94,0.06
812/A,rft,True,smote,False,True,cross,remove,2136,kf,0.9,1922,2616,['-all'],none,OK,0.79,0.70,0.68,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,2824,kf,0.9,2541,2990,['-all'],none,OK,0.79,0.84,0.94,0.41,0.59
812/C,rft,True,smote,False,True,cross,remove,1822,kf,0.9,1639,1776,['-all'],none,OK,0.64,0.67,0.75,0.46,0.54
812/D,rft,True,smote,False,True,cross,remove, 234,kf,0.9, 210, 360,['-all'],none,OK,0.94,0.90,0.90,0.85,0.15
812/E,rft,True,smote,False,True,cross,remove, 581,kf,0.9, 522, 988,['-all'],none,OK,0.98,0.96,0.83,0.94,0.06
812/A,rft,True,smote,False,True,cross,remove,2136,ss,0.2, 427, 580,[],none,OK,0.77,0.67,0.65,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,2824,ss,0.2, 564, 664,[],none,OK,0.59,0.68,0.77,0.41,0.59
812/C,rft,True,smote,False,True,cross,remove,1822,ss,0.2, 364, 394,[],none,OK,0.61,0.64,0.70,0.46,0.54
812/D,rft,True,smote,False,True,cross,remove, 234,ss,0.2, 46, 78,[],none,OK,0.93,0.87,0.84,0.85,0.15
812/E,rft,True,smote,False,True,cross,remove, 581,ss,0.2, 116, 218,[],none,OK,0.98,0.96,0.80,0.94,0.06
812/B,rft,True,smote,False,True,cross,remove,2824,kf,0.9,2541,2990,[],none,OK,0.79,0.84,0.94,0.41,0.59
455/A,rft,True,smote,False,True,cross,remove,1429,kf,0.9,1286,1672,[],none,OK,0.58,0.73,0.80,0.35,0.65
899/A,rft,True,smote,False,True,cross,remove, 403,kf,0.9, 362, 576,[],none,OK,0.88,0.81,0.77,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,kf,0.9,1596,2224,[],none,OK,0.81,0.71,0.70,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove, 629,kf,0.9, 566, 570,[],none,OK,0.73,0.73,0.79,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,[],none,OK,0.61,0.66,0.74,0.44,0.56
113/B,rft,True,smote,False,True,cross,remove, 817,kf,0.9, 735, 842,[],none,OK,0.62,0.69,0.74,0.43,0.57
909/A,rft,True,smote,False,True,cross,remove,2083,kf,0.9,1874,2860,[],none,OK,0.87,0.79,0.79,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1914,kf,0.9,1722,2586,[],none,OK,0.89,0.83,0.84,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,kf,0.9,1016,1232,[],none,OK,0.74,0.79,0.88,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,kf,0.9, 855,1262,[],none,OK,0.92,0.87,0.88,0.74,0.26
909/E,rft,True,smote,False,True,cross,remove, 172,kf,0.9, 154, 158,[],none,OK,0.62,0.64,0.65,0.49,0.51
864/A,rft,True,smote,False,True,cross,remove,1888,kf,0.9,1699,2286,[],none,OK,0.81,0.72,0.72,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,kf,0.9,1572,2106,[],none,OK,0.79,0.70,0.73,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,kf,0.9,1222,1286,[],none,OK,0.62,0.59,0.63,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,kf,0.9,1493,2052,[],none,OK,0.83,0.75,0.74,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove, 631,kf,0.9, 567, 630,[],none,OK,0.58,0.64,0.70,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2406,kf,0.9,2165,3504,[],none,OK,0.91,0.84,0.75,0.81,0.19
900/B,rft,True,smote,False,True,cross,remove,1996,kf,0.9,1796,1852,[],none,OK,0.71,0.72,0.81,0.48,0.52
900/C,rft,True,smote,False,True,cross,remove,1798,kf,0.9,1618,2246,[],none,OK,0.49,0.72,0.76,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,kf,0.9,1023,1530,[],none,OK,0.95,0.93,0.95,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove, 496,kf,0.9, 446, 804,[],none,OK,0.97,0.94,0.88,0.90,0.10
282/A,rft,True,smote,False,True,cross,remove,2523,kf,0.9,2270,3480,[],none,OK,0.83,0.72,0.60,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,kf,0.9,1524,1874,[],none,OK,0.75,0.69,0.74,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,kf,0.9,1645,1796,[],none,OK,0.79,0.75,0.81,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,kf,0.9, 847,1188,[],none,OK,0.89,0.83,0.85,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,kf,0.9, 999,1262,[],none,OK,0.83,0.75,0.73,0.63,0.37
848/A,rft,True,smote,False,True,cross,remove,1492,kf,0.9,1342,2642,[],none,OK,0.99,0.99,0.86,0.98,0.02
848/B,rft,True,smote,False,True,cross,remove, 737,kf,0.9, 663,1260,[],none,OK,0.97,0.94,0.69,0.95,0.05
848/C,rft,True,smote,False,True,cross,remove, 351,kf,0.9, 315, 526,[],none,OK,0.91,0.84,0.74,0.83,0.17
812/A,rft,True,smote,False,True,cross,remove,2136,kf,0.9,1922,2616,[],none,OK,0.80,0.71,0.68,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,2824,kf,0.9,2541,2990,[],none,OK,0.79,0.84,0.94,0.41,0.59
812/C,rft,True,smote,False,True,cross,remove,1822,kf,0.9,1639,1776,[],none,OK,0.64,0.67,0.75,0.46,0.54
812/D,rft,True,smote,False,True,cross,remove, 234,kf,0.9, 210, 360,[],none,OK,0.94,0.90,0.89,0.85,0.15
812/E,rft,True,smote,False,True,cross,remove, 581,kf,0.9, 522, 988,[],none,OK,0.98,0.96,0.84,0.94,0.06
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,['-all'],none,OK,0.61,0.66,0.74,0.44,0.56
915/C,lrc,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,['-all'],none,OK,0.59,0.64,0.67,0.44,0.56
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,['-all'],none,OK,0.53,0.59,0.63,0.44,0.56
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,['-all'],none,OK,0.55,0.61,0.66,0.44,0.56
915/C,rft,True,smote,False,True,cross,remove,1080,kf,0.9, 972,1168,['-all'],none,OK,0.58,0.67,0.76,0.40,0.60
915/C,rft,True,smote,False,True,cross,remove, 350,kf,0.9, 315, 344,['-all'],none,OK,0.60,0.57,0.61,0.55,0.45
915/C,rft,True,smote,False,True,cross,remove,1406,kf,0.9,1265,1442,['-all'],none,OK,0.59,0.65,0.73,0.43,0.57
915/C,rft,True,smote,False,True,cross,remove, 917,kf,0.9, 825, 886,['-all'],none,OK,0.59,0.62,0.68,0.46,0.54
915/C,rft,True,smote,False,True,cross,remove,1430,kf,0.9,1287,1454,['-all'],none,OK,0.61,0.66,0.74,0.44,0.56
812/B,rft,True,smote,False,True,cross,remove,2824,kf,0.9,2541,2990,['-all'],none,OK,0.79,0.83,0.94,0.41,0.59
812/B,rft,True,smote,False,True,cross,remove,2824,ss,0.3, 847, 996,['-all'],none,OK,0.65,0.72,0.82,0.41,0.59
812/B,rft,False,None,False,True,cross,remove,2824,ss,0.3, 847, 0,['-all'],none,OK,0.61,0.72,0.82,0.41,0.59
812/B,rft,True,smote,False,True,cross,remove,2824,ss,0.3, 847, 996,['-all'],none,OK,0.62,0.71,0.80,0.41,0.59
812/B,rft,True,smote,False,True,cross,remove,2824,ss,0.3, 847, 996,['-all'],none,OK,0.65,0.73,0.82,0.41,0.59
282/B,rft,True,smote,False,True,cross,remove,1694,ss,0.3, 508, 624,['-all'],none,OK,0.74,0.68,0.73,0.61,0.39
282/B,rft,True,smote,False,True,cross,remove,1694,ss,0.3, 508, 624,['-all'],none,OK,0.75,0.68,0.72,0.61,0.39
900/B,rft,True,smote,False,True,cross,remove,1996,ss,0.3, 598, 616,['none'],none,OK,0.69,0.71,0.79,0.48,0.52
900/B,rft,True,smote,False,True,cross,remove,1996,ss,0.3, 598, 616,['none'],none,OK,0.69,0.71,0.79,0.48,0.52
900/B,rft,True,smote,False,True,cross,remove,1996,ss,0.3, 598, 616,['none'],none,OK,0.69,0.71,0.79,0.48,0.52
900/B,rft,True,smote,False,True,cross,remove,1996,ss,0.3, 598, 616,['none'],none,OK,0.69,0.71,0.79,0.48,0.52
900/B,rft,True,smote,False,True,cross,remove,1996,ss,0.3, 598, 616,['none'],none,OK,0.69,0.71,0.79,0.48,0.52
900/B,rft,True,smote,False,True,cross,remove,1996,ss,0.3, 598, 616,['none'],none,OK,0.69,0.71,0.79,0.48,0.52
900/B,rft,True,smote,False,True,cross,remove,1996,ss,0.3, 598, 616,['none'],none,OK,0.69,0.71,0.79,0.48,0.52
837/D,rft,True,smote,False,True,single,remove, 611,kf,0.9, 549, 652,['none'],none,OK,0.67,0.73,0.75,0.41,0.59
837/D,rft,True,smote,False,True,single,remove, 611,kf,0.9, 549, 652,['-all'],none,OK,0.61,0.69,0.78,0.41,0.59
837/D,rft,True,smote,False,True,single,remove, 611,kf,0.9, 549, 652,['none'],none,OK,0.67,0.73,0.75,0.41,0.59
837/D,rft,True,smote,False,True,single,remove, 611,ss,0.3, 183, 218,['none'],none,OK,0.56,0.66,0.74,0.41,0.59
837/D,rft,True,smote,False,True,single,remove,1673,kf,0.9,1505,1516,['none'],none,OK,0.90,0.90,0.96,0.50,0.50
579/D,rft,True,smote,False,True,single,remove,1441,kf,0.9,1296,1464,['none'],none,OK,0.85,0.86,0.91,0.44,0.56
837/D,rft,True,smote,False,True,single,remove,1673,ss,0.3, 501, 504,['none'],none,OK,0.76,0.76,0.85,0.50,0.50
579/D,rft,True,smote,False,True,single,remove,1441,ss,0.3, 432, 488,['none'],none,OK,0.82,0.84,0.90,0.44,0.56
837/D,rft,True,smote,False,True,single,--keep,3577,kf,0.9,3219,4702,['none'],none,OK,0.72,0.86,0.92,0.27,0.73
579/D,rft,True,smote,False,True,single,--keep,2756,kf,0.9,2480,3712,['none'],none,OK,0.62,0.81,0.88,0.25,0.75
837/D,rft,True,smote,False,True,single,--keep,3577,kf,0.9,3219,4702,['-all'],none,OK,0.69,0.84,0.92,0.27,0.73
579/D,rft,True,smote,False,True,single,--keep,2756,kf,0.9,2480,3712,['-all'],none,OK,0.65,0.82,0.89,0.25,0.75
837/D,rft,True,smote,False,True,single,remove,1673,kf,0.9,1505,1516,['-all'],none,OK,0.89,0.89,0.97,0.50,0.50
579/D,rft,True,smote,False,True,single,remove,1441,kf,0.9,1296,1464,['-all'],none,OK,0.82,0.83,0.92,0.44,0.56
837/D,rft,True,smote,False,True,single,remove,1673,kf,0.9,1505,1516,['-all'],none,OK,0.89,0.89,0.96,0.50,0.50
579/D,rft,True,smote,False,True,single,remove,1441,kf,0.9,1296,1464,['-all'],none,OK,0.83,0.84,0.92,0.44,0.56
837/D,rft,True,smote,False,True,single,remove,1673,kf,0.9,1505,1516,['-all'],none,OK,0.90,0.90,0.96,0.50,0.50
579/D,rft,True,smote,False,True,single,remove,1441,kf,0.9,1296,1464,['-all'],none,OK,0.83,0.84,0.92,0.44,0.56
837/D,rft,True,smote,False,True,single,remove,1673,ss,0.3, 501, 504,['-all'],none,OK,0.78,0.77,0.85,0.50,0.50
579/D,rft,True,smote,False,True,single,remove,1441,ss,0.3, 432, 488,['-all'],none,OK,0.81,0.83,0.90,0.44,0.56
909/D,rft,True,smote,False,True,single,remove, 951,ss,0.3, 285, 420,['-all'],none,OK,0.90,0.85,0.87,0.74,0.26
837/D,rft,True,smote,False,True,single,remove,1673,ss,0.3, 501, 504,['-all'],none,OK,0.78,0.77,0.85,0.50,0.50
579/D,rft,True,smote,False,True,single,remove,1441,ss,0.3, 432, 488,['-all'],none,OK,0.81,0.83,0.90,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1673,ss,0.3, 501, 504,['-all'],none,OK,0.77,0.77,0.85,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,ss,0.3, 432, 488,['-all'],none,OK,0.81,0.83,0.91,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1673,kf,0.9,1505,1518,['-all'],none,OK,0.88,0.88,0.96,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,kf,0.9,1296,1466,['-all'],none,OK,0.82,0.84,0.92,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1673,kf,0.9,1505,1518,['-all'],none,OK,0.88,0.88,0.96,0.50,0.50
837/D,rft,True,smote,False,True,cross,remove,1673,kf,0.9,1505,1518,['-all'],none,OK,0.88,0.88,0.96,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,kf,0.9,1296,1466,['-all'],none,OK,0.82,0.84,0.92,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1917,kf,0.9,1725,1958,['-all'],none,OK,0.87,0.88,0.96,0.43,0.57
579/D,rft,True,smote,False,True,cross,remove,1549,kf,0.9,1394,1660,['-all'],none,OK,0.81,0.84,0.92,0.40,0.60
837/D,rft,True,smote,False,True,cross,remove,1001,kf,0.9, 900,1494,['-all'],none,OK,0.97,0.96,0.98,0.83,0.17
579/D,rft,True,smote,False,True,cross,remove, 705,kf,0.9, 634,1130,['-all'],none,OK,0.97,0.94,0.95,0.89,0.11
837/D,rft,True,smote,False,True,cross,remove, 500,kf,0.9, 450, 454,['-all'],none,OK,0.75,0.74,0.85,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove, 500,kf,0.9, 450, 508,['-all'],none,OK,0.82,0.84,0.92,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1673,ss,0.05, 83, 84,['-all'],none,OK,0.65,0.65,0.72,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,ss,0.05, 72, 82,['-all'],none,OK,0.76,0.79,0.88,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1673,ss,200,1673, 202,['-all'],none,OK,0.72,0.71,0.79,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,ss,200,1441, 226,['-all'],none,OK,0.79,0.81,0.90,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1673,ss,200, 200, 202,['-all'],none,OK,0.72,0.71,0.79,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,ss,200, 200, 226,['-all'],none,OK,0.79,0.81,0.90,0.44,0.56
455/A,rft,True,smote,False,True,cross,remove,1693,ss,200, 200, 248,['-all'],none,OK,0.63,0.75,0.82,0.38,0.62
899/A,rft,True,smote,False,True,cross,remove, 403,ss,200, 200, 316,['-all'],none,OK,0.89,0.81,0.74,0.79,0.21
899/C,rft,True,smote,False,True,cross,remove,1774,ss,200, 200, 278,['-all'],none,OK,0.78,0.67,0.64,0.70,0.30
911/E,rft,True,smote,False,True,cross,remove, 629,ss,200, 200, 200,['-all'],none,OK,0.68,0.68,0.75,0.50,0.50
915/C,rft,True,smote,False,True,cross,remove,1430,ss,200, 200, 226,['-all'],none,OK,0.53,0.62,0.67,0.44,0.56
113/B,rft,True,smote,False,True,cross,remove, 817,ss,200, 200, 228,['-all'],none,OK,0.57,0.66,0.70,0.43,0.57
909/A,rft,True,smote,False,True,cross,remove,2467,ss,200, 200, 300,['-all'],none,OK,0.87,0.80,0.81,0.75,0.25
909/B,rft,True,smote,False,True,cross,remove,1914,ss,200, 200, 300,['-all'],none,OK,0.87,0.80,0.76,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,ss,200, 200, 242,['-all'],none,OK,0.70,0.77,0.85,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,ss,200, 200, 294,['-all'],none,OK,0.90,0.85,0.84,0.74,0.26
282/A,rft,True,smote,False,True,cross,remove,2523,ss,200, 200, 306,['-all'],none,OK,0.82,0.70,0.57,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,ss,200, 200, 246,['-all'],none,OK,0.73,0.66,0.69,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,ss,200, 200, 218,['-all'],none,OK,0.76,0.72,0.77,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,ss,200, 200, 280,['-all'],none,OK,0.87,0.81,0.81,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,ss,200, 200, 252,['-all'],none,OK,0.80,0.72,0.70,0.63,0.37
812/A,rft,True,smote,False,True,cross,remove,2136,ss,200, 200, 272,['-all'],none,OK,0.77,0.67,0.63,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,2824,ss,200, 200, 236,['-all'],none,OK,0.49,0.62,0.67,0.41,0.59
812/C,rft,True,smote,False,True,cross,remove,1822,ss,200, 200, 216,['-all'],none,OK,0.59,0.63,0.69,0.46,0.54
812/D,rft,True,smote,False,True,cross,remove, 234,ss,200, 200, 340,['-all'],none,OK,0.94,0.90,0.92,0.85,0.15
812/E,rft,True,smote,False,True,cross,remove, 581,ss,200, 200, 378,['-all'],none,OK,0.98,0.96,0.81,0.94,0.06
837/D,rft,True,smote,False,True,cross,remove,1673,ss,200, 200, 202,['-all'],none,OK,0.72,0.71,0.79,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,ss,200, 200, 226,['-all'],none,OK,0.79,0.81,0.90,0.44,0.56
579/D,rft,True,smote,False,True,cross,remove,1441,ss,200, 200, 226,['-all'],none,OK,0.79,0.81,0.90,0.44,0.56
579/D,rft,True,smote,False,True,cross,remove,1441,ss,200, 200, 226,['-all'],none,OK,0.79,0.81,0.90,0.44,0.56
579/D,rft,True,smote,False,True,cross,remove,1441,ss,50, 50, 56,['-all'],none,OK,0.77,0.80,0.88,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1673,ss,50, 50, 50,['-all'],none,OK,0.65,0.65,0.70,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,ss,50, 50, 56,['-all'],none,OK,0.77,0.80,0.88,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1917,ss,50, 50, 56,['-all'],none,OK,0.62,0.67,0.74,0.43,0.57
579/D,rft,True,smote,False,True,cross,remove,1549,ss,50, 50, 60,['-all'],none,OK,0.73,0.79,0.88,0.40,0.60
837/D,rft,True,smote,False,True,cross,remove, 500,ss,50, 50, 50,['-all'],none,OK,0.65,0.65,0.71,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove, 500,ss,50, 50, 56,['-all'],none,OK,0.76,0.80,0.89,0.44,0.56
837/D,rft,True,smote,False,True,cross,--keep,3577,ss,100, 100, 146,['-all'],none,OK,0.36,0.71,0.67,0.27,0.73
579/D,rft,True,smote,False,True,cross,--keep,2756,ss,100, 100, 150,['-all'],none,OK,0.57,0.80,0.85,0.25,0.75
837/D,lrc,True,smote,False,True,cross,--keep,3577,ss,100, 100, 146,['-all'],none,OK,0.39,0.60,0.60,0.27,0.73
579/D,lrc,True,smote,False,True,cross,--keep,2756,ss,100, 100, 150,['-all'],none,OK,0.56,0.75,0.77,0.25,0.75
837/D,rft,True,smote,True,True,cross,remove, 500,ss,100, 100, 100,['-all'],none,OK,0.63,0.63,0.69,0.50,0.50
579/D,rft,True,smote,True,True,cross,remove, 500,ss,100, 100, 112,['-all'],none,OK,0.76,0.79,0.88,0.44,0.56
837/D,rft,True,smote,True,True,cross,remove,1673,ss,50, 50, 50,['-all'],none,OK,0.61,0.61,0.65,0.50,0.50
579/D,rft,True,smote,True,True,cross,remove,1441,ss,50, 50, 56,['-all'],none,OK,0.75,0.78,0.86,0.44,0.56
837/D,rft,True,smote,True,True,cross,remove,1673,ss,50, 50, 50,['-all'],none,OK,0.64,0.64,0.68,0.50,0.50
579/D,rft,True,smote,True,True,cross,remove,1441,ss,50, 50, 56,['-all'],none,OK,0.76,0.79,0.87,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1673,ss,50, 50, 50,['-all'],none,OK,0.66,0.65,0.71,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,ss,50, 50, 56,['-all'],none,OK,0.76,0.79,0.88,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove, 500,kf,0.98, 490, 494,['-all'],none,OK,0.75,0.76,0.86,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove, 500,kf,0.98, 490, 554,['-all'],none,OK,0.80,0.83,0.92,0.44,0.56
579/D,rft,True,smote,False,True,cross,remove, 500,kf,0.9, 450, 508,['-all'],none,OK,0.80,0.82,0.92,0.44,0.56
909/A,rft,True,smote,False,True,cross,remove,2467,kf,0.9,2220,3334,['none'],none,OK,0.88,0.82,0.84,0.75,0.25
909/B,rft,True,smote,False,True,cross,remove,1914,kf,0.9,1722,2586,['none'],none,OK,0.89,0.83,0.84,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,kf,0.9,1016,1232,['none'],none,OK,0.74,0.79,0.88,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,kf,0.9, 855,1262,['none'],none,OK,0.92,0.87,0.88,0.74,0.26
909/E,rft,True,smote,False,True,cross,remove, 172,kf,0.9, 154, 158,['none'],none,OK,0.62,0.64,0.65,0.49,0.51
864/A,rft,True,smote,False,True,cross,remove,1888,kf,0.9,1699,2286,['none'],none,OK,0.81,0.72,0.72,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,kf,0.9,1572,2106,['none'],none,OK,0.79,0.70,0.73,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,kf,0.9,1222,1286,['none'],none,OK,0.62,0.59,0.63,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,kf,0.9,1493,2052,['none'],none,OK,0.83,0.75,0.74,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove, 631,kf,0.9, 567, 630,['none'],none,OK,0.58,0.64,0.70,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2574,kf,0.9,2316,3676,['none'],none,OK,0.92,0.86,0.79,0.79,0.21
900/B,rft,True,smote,False,True,cross,remove,2284,kf,0.9,2055,2196,['none'],none,OK,0.75,0.76,0.85,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1798,kf,0.9,1618,2246,['none'],none,OK,0.49,0.72,0.76,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,kf,0.9,1023,1530,['none'],none,OK,0.95,0.93,0.95,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove, 496,kf,0.9, 446, 804,['none'],none,OK,0.97,0.94,0.88,0.90,0.10
282/A,rft,True,smote,False,True,cross,remove,2523,kf,0.9,2270,3480,['none'],none,OK,0.83,0.72,0.60,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,kf,0.9,1524,1874,['none'],none,OK,0.75,0.69,0.74,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,kf,0.9,1645,1796,['none'],none,OK,0.79,0.75,0.81,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,kf,0.9, 847,1188,['none'],none,OK,0.89,0.83,0.85,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,kf,0.9, 999,1262,['none'],none,OK,0.83,0.75,0.73,0.63,0.37
812/A,rft,True,smote,False,True,cross,remove,2136,kf,0.9,1922,2616,['none'],none,OK,0.80,0.71,0.68,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,2824,kf,0.9,2541,2990,['none'],none,OK,0.79,0.84,0.94,0.41,0.59
812/C,rft,True,smote,False,True,cross,remove,1822,kf,0.9,1639,1776,['none'],none,OK,0.64,0.67,0.75,0.46,0.54
812/D,rft,True,smote,False,True,cross,remove, 234,kf,0.9, 210, 360,['none'],none,OK,0.94,0.90,0.89,0.85,0.15
812/E,rft,True,smote,False,True,cross,remove, 581,kf,0.9, 522, 988,['none'],none,OK,0.98,0.96,0.84,0.94,0.06
837/D,rft,True,smote,False,True,cross,remove,1673,kf,0.9,1505,1518,['none'],none,OK,0.89,0.89,0.96,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,kf,0.9,1296,1466,['none'],none,OK,0.83,0.84,0.92,0.44,0.56
909/A,rft,True,smote,False,True,cross,remove,2467,ss,400, 400, 600,['none'],none,OK,0.88,0.81,0.82,0.75,0.25
909/B,rft,True,smote,False,True,cross,remove,1914,ss,400, 400, 600,['none'],none,OK,0.88,0.81,0.79,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1129,ss,400, 400, 484,['none'],none,OK,0.72,0.78,0.86,0.39,0.61
909/D,rft,True,smote,False,True,cross,remove, 951,ss,400, 400, 590,['none'],none,OK,0.91,0.86,0.87,0.74,0.26
864/A,rft,True,smote,False,True,cross,remove,1888,ss,400, 400, 538,['none'],none,OK,0.79,0.70,0.67,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1747,ss,400, 400, 536,['none'],none,OK,0.78,0.68,0.68,0.67,0.33
864/C,rft,True,smote,False,True,cross,remove,1358,ss,400, 400, 420,['none'],none,OK,0.61,0.58,0.61,0.53,0.47
864/D,rft,True,smote,False,True,cross,remove,1659,ss,400, 400, 550,['none'],none,OK,0.80,0.71,0.70,0.69,0.31
864/E,rft,True,smote,False,True,cross,remove, 631,ss,400, 400, 444,['none'],none,OK,0.58,0.63,0.68,0.45,0.55
900/A,rft,True,smote,False,True,cross,remove,2574,ss,400, 400, 634,['none'],none,OK,0.91,0.84,0.78,0.79,0.21
900/B,rft,True,smote,False,True,cross,remove,2284,ss,400, 400, 428,['none'],none,OK,0.71,0.73,0.83,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1798,ss,400, 400, 554,['none'],none,OK,0.47,0.71,0.73,0.31,0.69
900/D,rft,True,smote,False,True,cross,remove,1137,ss,400, 400, 598,['none'],none,OK,0.95,0.92,0.94,0.75,0.25
900/E,rft,True,smote,False,True,cross,remove, 496,ss,400, 400, 720,['none'],none,OK,0.96,0.93,0.89,0.90,0.10
282/A,rft,True,smote,False,True,cross,remove,2523,ss,400, 400, 612,['none'],none,OK,0.82,0.71,0.57,0.77,0.23
282/B,rft,True,smote,False,True,cross,remove,1694,ss,400, 400, 492,['none'],none,OK,0.74,0.67,0.72,0.61,0.39
282/C,rft,True,smote,False,True,cross,remove,1828,ss,400, 400, 436,['none'],none,OK,0.76,0.73,0.78,0.55,0.45
282/D,rft,True,smote,False,True,cross,remove, 942,ss,400, 400, 560,['none'],none,OK,0.88,0.83,0.85,0.70,0.30
282/E,rft,True,smote,False,True,cross,remove,1110,ss,400, 400, 506,['none'],none,OK,0.81,0.73,0.71,0.63,0.37
812/A,rft,True,smote,False,True,cross,remove,2136,ss,400, 400, 544,['none'],none,OK,0.77,0.67,0.64,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,2824,ss,400, 400, 470,['none'],none,OK,0.55,0.66,0.73,0.41,0.59
812/C,rft,True,smote,False,True,cross,remove,1822,ss,400, 400, 432,['none'],none,OK,0.62,0.65,0.71,0.46,0.54
812/E,rft,True,smote,False,True,cross,remove, 581,ss,400, 400, 754,['none'],none,OK,0.98,0.96,0.85,0.94,0.06
837/D,rft,True,smote,False,True,cross,remove,1673,ss,400, 400, 404,['none'],none,OK,0.74,0.74,0.83,0.50,0.50
579/D,rft,True,smote,False,True,cross,remove,1441,ss,400, 400, 452,['none'],none,OK,0.81,0.83,0.91,0.44,0.56
837/D,rft,True,smote,False,True,cross,--keep,3577,ss,400, 400, 584,['none'],none,OK,0.42,0.73,0.74,0.27,0.73
579/D,rft,True,smote,False,True,cross,--keep,2756,ss,400, 400, 598,['none'],none,OK,0.61,0.81,0.87,0.25,0.75
837/D,rft,True,smote,False,True,cross,--keep,3577,ss,400, 400, 584,['none'],none,OK,0.42,0.73,0.74,0.27,0.73
579/D,rft,True,smote,False,True,cross,--keep,2756,ss,400, 400, 598,['none'],none,OK,0.61,0.81,0.87,0.25,0.75
837/D,rft,True,smote,False,True,cross,remove,1448,ss,400, 400, 458,['none'],none,OK,0.79,0.74,0.82,0.57,0.43
579/D,rft,True,smote,False,True,cross,remove,1409,ss,400, 400, 444,['none'],none,OK,0.80,0.82,0.91,0.44,0.56
837/D,rft,True,smote,False,True,cross,remove,1573,ss,400, 400, 422,['none'],none,OK,0.77,0.74,0.82,0.53,0.47
579/D,rft,True,smote,False,True,cross,remove,1472,ss,400, 400, 460,['none'],none,OK,0.80,0.83,0.91,0.43,0.57
909/A,rft,True,smote,False,True,cross,remove,2442,ss,400, 400, 606,['none'],none,OK,0.87,0.80,0.81,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,400, 400, 600,['none'],none,OK,0.89,0.82,0.81,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,400, 400, 504,['none'],none,OK,0.70,0.78,0.87,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,400, 400, 542,['none'],none,OK,0.89,0.85,0.87,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,400, 400, 532,['none'],none,OK,0.78,0.69,0.68,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,400, 400, 528,['none'],none,OK,0.77,0.67,0.67,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,400, 400, 412,['none'],none,OK,0.59,0.58,0.61,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,400, 400, 534,['none'],none,OK,0.79,0.70,0.70,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,400, 400, 466,['none'],none,OK,0.54,0.64,0.69,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2557,ss,400, 400, 638,['none'],none,OK,0.89,0.82,0.73,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,2293,ss,400, 400, 428,['none'],none,OK,0.69,0.72,0.82,0.46,0.54
900/C,rft,True,smote,False,True,cross,remove,1828,ss,400, 400, 558,['none'],none,OK,0.46,0.71,0.73,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,400, 400, 594,['none'],none,OK,0.95,0.92,0.93,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 502,ss,400, 400, 710,['none'],none,OK,0.97,0.94,0.86,0.89,0.11
282/A,rft,True,smote,False,True,cross,remove,2577,ss,400, 400, 600,['none'],none,OK,0.81,0.69,0.58,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,400, 400, 426,['none'],none,OK,0.64,0.62,0.67,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,400, 400, 432,['none'],none,OK,0.75,0.71,0.77,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,400, 400, 534,['none'],none,OK,0.86,0.80,0.84,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,400, 400, 490,['none'],none,OK,0.80,0.72,0.71,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,400, 400, 542,['none'],none,OK,0.78,0.68,0.66,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,2558,ss,400, 400, 436,['none'],none,OK,0.58,0.64,0.71,0.45,0.55
812/C,rft,True,smote,False,True,cross,remove,1880,ss,400, 400, 444,['none'],none,OK,0.60,0.65,0.71,0.44,0.56
812/E,rft,True,smote,False,True,cross,remove, 582,ss,400, 400, 754,['none'],none,OK,0.98,0.95,0.81,0.94,0.06
837/D,rft,True,smote,False,True,cross,remove,1573,ss,400, 400, 422,['none'],none,OK,0.77,0.74,0.82,0.53,0.47
579/D,rft,True,smote,False,True,cross,remove,1472,ss,400, 400, 460,['none'],none,OK,0.80,0.83,0.91,0.43,0.57
579/D,rft,True,smote,False,True,single,remove,1472,ss,400, 400, 460,['none'],none,OK,0.78,0.82,0.91,0.43,0.57
579/D,rft,True,smote,False,True,cross,remove,1472,ss,50, 50, 58,['dpgr'],none,OK,0.75,0.79,0.87,0.43,0.57
579/D,rft,True,smote,False,True,cross,remove,1472,ss,100, 100, 114,['dpgr'],none,OK,0.77,0.81,0.89,0.43,0.57
579/D,rft,True,smote,False,True,cross,remove,1472,ss,200, 200, 230,['dpgr'],none,OK,0.79,0.82,0.90,0.43,0.57
579/D,rft,True,smote,False,True,cross,remove,1472,ss,400, 400, 460,['dpgr'],none,OK,0.80,0.83,0.91,0.43,0.57
579/D,rft,True,smote,False,True,cross,remove,1472,ss,50, 50, 58,['none'],none,OK,0.75,0.79,0.87,0.43,0.57
579/D,rft,True,smote,False,True,cross,remove,1472,ss,100, 100, 114,['none'],none,OK,0.77,0.81,0.89,0.43,0.57
579/D,rft,True,smote,False,True,cross,remove,1472,ss,200, 200, 230,['none'],none,OK,0.79,0.82,0.90,0.43,0.57
579/D,rft,True,smote,False,True,cross,remove,1472,ss,400, 400, 460,['none'],none,OK,0.80,0.83,0.91,0.43,0.57
837/D,rft,True,smote,False,True,cross,remove,1573,ss,50, 50, 52,['dpgr'],none,OK,0.70,0.67,0.72,0.53,0.47
837/D,rft,True,smote,False,True,cross,remove,1573,ss,100, 100, 106,['dpgr'],none,OK,0.71,0.68,0.75,0.53,0.47
837/D,rft,True,smote,False,True,cross,remove,1573,ss,200, 200, 212,['dpgr'],none,OK,0.74,0.72,0.79,0.53,0.47
837/D,rft,True,smote,False,True,cross,remove,1573,ss,400, 400, 422,['dpgr'],none,OK,0.77,0.74,0.82,0.53,0.47
837/D,rft,True,smote,False,True,cross,remove,1573,ss,50, 50, 52,['none'],none,OK,0.69,0.66,0.72,0.53,0.47
837/D,rft,True,smote,False,True,cross,remove,1573,ss,100, 100, 106,['none'],none,OK,0.71,0.69,0.75,0.53,0.47
837/D,rft,True,smote,False,True,cross,remove,1573,ss,200, 200, 212,['none'],none,OK,0.74,0.72,0.78,0.53,0.47
837/D,rft,True,smote,False,True,cross,remove,1573,ss,400, 400, 422,['none'],none,OK,0.77,0.74,0.82,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,50, 50, 52,['dpgr'],none,OK,0.64,0.61,0.64,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,100, 100, 106,['dpgr'],none,OK,0.65,0.62,0.66,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,200, 200, 212,['dpgr'],none,OK,0.69,0.66,0.70,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,400, 400, 422,['dpgr'],none,OK,0.72,0.69,0.73,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,50, 50, 52,['none'],none,OK,0.63,0.61,0.64,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,100, 100, 106,['none'],none,OK,0.65,0.62,0.66,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,200, 200, 212,['none'],none,OK,0.69,0.66,0.70,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,400, 400, 422,['none'],none,OK,0.71,0.68,0.73,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,50, 50, 52,['-all'],none,OK,0.64,0.61,0.65,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,100, 100, 106,['-all'],none,OK,0.65,0.62,0.66,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,200, 200, 212,['-all'],none,OK,0.69,0.66,0.70,0.53,0.47
837/D,lrc,True,smote,False,True,cross,remove,1573,ss,400, 400, 422,['-all'],none,OK,0.72,0.69,0.73,0.53,0.47
837/D,rft,True,smote,False,True,cross,remove,1200,ss,50, 50, 52,['none'],none,OK,0.63,0.64,0.70,0.48,0.52
837/D,rft,True,smote,False,True,cross,remove,1200,ss,100, 100, 102,['none'],none,OK,0.68,0.68,0.74,0.48,0.52
837/D,rft,True,smote,False,True,cross,remove,1200,ss,200, 200, 206,['none'],none,OK,0.70,0.70,0.76,0.48,0.52
837/D,rft,True,smote,False,True,cross,remove,1200,ss,400, 400, 412,['none'],none,OK,0.70,0.70,0.78,0.48,0.52
909/A,rft,True,smote,False,True,cross,remove,1977,ss,400, 400, 612,['none'],none,OK,0.86,0.78,0.74,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,400, 400, 600,['none'],none,OK,0.89,0.82,0.81,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,400, 400, 504,['none'],none,OK,0.70,0.78,0.87,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,400, 400, 542,['none'],none,OK,0.89,0.85,0.87,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,400, 400, 532,['none'],none,OK,0.78,0.69,0.68,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,400, 400, 528,['none'],none,OK,0.77,0.67,0.67,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,400, 400, 412,['none'],none,OK,0.59,0.58,0.61,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,400, 400, 534,['none'],none,OK,0.79,0.70,0.70,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,400, 400, 466,['none'],none,OK,0.54,0.64,0.69,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2402,ss,400, 400, 638,['none'],none,OK,0.88,0.80,0.70,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,1983,ss,400, 400, 420,['none'],none,OK,0.66,0.68,0.76,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1828,ss,400, 400, 558,['none'],none,OK,0.46,0.71,0.73,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,400, 400, 594,['none'],none,OK,0.95,0.92,0.93,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 502,ss,400, 400, 710,['none'],none,OK,0.97,0.94,0.86,0.89,0.11
282/A,rft,True,smote,False,True,cross,remove,2577,ss,400, 400, 600,['none'],none,OK,0.81,0.69,0.58,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,400, 400, 426,['none'],none,OK,0.64,0.62,0.67,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,400, 400, 432,['none'],none,OK,0.75,0.71,0.77,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,400, 400, 534,['none'],none,OK,0.86,0.80,0.84,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,400, 400, 490,['none'],none,OK,0.80,0.72,0.71,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,400, 400, 542,['none'],none,OK,0.78,0.68,0.66,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,1826,ss,400, 400, 460,['none'],none,OK,0.51,0.60,0.63,0.43,0.57
812/C,rft,True,smote,False,True,cross,remove,1880,ss,400, 400, 444,['none'],none,OK,0.60,0.65,0.71,0.44,0.56
812/E,rft,True,smote,False,True,cross,remove, 582,ss,400, 400, 754,['none'],none,OK,0.98,0.95,0.81,0.94,0.06
837/D,rft,True,smote,False,True,cross,remove,1200,ss,400, 400, 412,['none'],none,OK,0.70,0.70,0.78,0.48,0.52
579/D,rft,True,smote,False,True,cross,remove,1472,ss,400, 400, 460,['none'],none,OK,0.80,0.83,0.91,0.43,0.57
837/D,rft,True,smote,False,True,all,remove,1200,ss,400, 400,1236,['-all'],none,OK,1.00,1.00,1.00,0.48,0.52
909/A,rft,True,smote,False,True,cross,remove,1977,ss,50, 50, 76,['-all'],none,OK,0.83,0.73,0.64,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,50, 50, 74,['-all'],none,OK,0.86,0.78,0.71,0.75,0.25
909/A,rft,True,smote,False,True,cross,remove,1977,ss,50, 50, 76,['-all'],none,OK,0.83,0.73,0.64,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,50, 50, 74,['-all'],none,OK,0.86,0.78,0.71,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,50, 50, 64,['-all'],none,OK,0.61,0.72,0.79,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,50, 50, 68,['-all'],none,OK,0.85,0.78,0.77,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,50, 50, 66,['-all'],none,OK,0.73,0.62,0.58,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,50, 50, 66,['-all'],none,OK,0.73,0.62,0.57,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,50, 50, 52,['-all'],none,OK,0.55,0.53,0.55,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,50, 50, 66,['-all'],none,OK,0.74,0.64,0.61,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,50, 50, 58,['-all'],none,OK,0.45,0.56,0.57,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2402,ss,50, 50, 80,['-all'],none,OK,0.86,0.77,0.62,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,1983,ss,50, 50, 52,['-all'],none,OK,0.60,0.63,0.68,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1828,ss,50, 50, 70,['-all'],none,OK,0.34,0.66,0.62,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,50, 50, 74,['-all'],none,OK,0.93,0.89,0.89,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 502,ss,50, 50, 88,['-all'],none,OK,0.94,0.90,0.78,0.89,0.11
282/A,rft,True,smote,False,True,cross,remove,2577,ss,50, 50, 76,['-all'],none,OK,0.81,0.69,0.57,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,50, 50, 54,['-all'],none,OK,0.57,0.57,0.60,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,50, 50, 54,['-all'],none,OK,0.73,0.69,0.73,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,50, 50, 66,['-all'],none,OK,0.80,0.73,0.75,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,50, 50, 62,['-all'],none,OK,0.76,0.68,0.69,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,50, 50, 68,['-all'],none,OK,0.73,0.63,0.58,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,1826,ss,50, 50, 58,['-all'],none,OK,0.45,0.56,0.58,0.43,0.57
812/C,rft,True,smote,False,True,cross,remove,1880,ss,50, 50, 56,['-all'],none,OK,0.53,0.58,0.61,0.44,0.56
579/D,rft,True,smote,False,True,cross,remove,1472,ss,50, 50, 58,['-all'],none,OK,0.75,0.79,0.88,0.43,0.57
837/D,rft,True,smote,False,True,cross,remove,1200,ss,50, 50, 52,['-all'],none,OK,0.63,0.65,0.70,0.48,0.52
909/A,rft,True,smote,False,True,cross,remove,1977,ss,100, 100, 152,['-all'],none,OK,0.84,0.75,0.70,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,100, 100, 150,['-all'],none,OK,0.86,0.78,0.74,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,100, 100, 126,['-all'],none,OK,0.66,0.74,0.81,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,100, 100, 136,['-all'],none,OK,0.87,0.80,0.81,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,100, 100, 134,['-all'],none,OK,0.75,0.65,0.62,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,100, 100, 132,['-all'],none,OK,0.74,0.63,0.62,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,100, 100, 104,['-all'],none,OK,0.57,0.55,0.57,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,100, 100, 134,['-all'],none,OK,0.76,0.66,0.63,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,100, 100, 116,['-all'],none,OK,0.46,0.59,0.61,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2402,ss,100, 100, 160,['-all'],none,OK,0.87,0.78,0.64,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,1983,ss,100, 100, 106,['-all'],none,OK,0.60,0.64,0.70,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1828,ss,100, 100, 140,['-all'],none,OK,0.37,0.69,0.67,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,100, 100, 148,['-all'],none,OK,0.93,0.90,0.91,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 502,ss,100, 100, 178,['-all'],none,OK,0.95,0.91,0.81,0.89,0.11
282/A,rft,True,smote,False,True,cross,remove,2577,ss,100, 100, 150,['-all'],none,OK,0.81,0.69,0.58,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,100, 100, 106,['-all'],none,OK,0.61,0.59,0.63,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,100, 100, 108,['-all'],none,OK,0.73,0.69,0.74,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,100, 100, 134,['-all'],none,OK,0.82,0.75,0.79,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,100, 100, 122,['-all'],none,OK,0.77,0.70,0.70,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,100, 100, 136,['-all'],none,OK,0.75,0.65,0.61,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,1826,ss,100, 100, 114,['-all'],none,OK,0.48,0.58,0.60,0.43,0.57
812/C,rft,True,smote,False,True,cross,remove,1880,ss,100, 100, 112,['-all'],none,OK,0.54,0.60,0.64,0.44,0.56
812/E,rft,True,smote,False,True,cross,remove, 582,ss,100, 100, 188,['-all'],none,OK,0.97,0.95,0.72,0.94,0.06
579/D,rft,True,smote,False,True,cross,remove,1472,ss,100, 100, 114,['-all'],none,OK,0.77,0.80,0.89,0.43,0.57
837/D,rft,True,smote,False,True,cross,remove,1200,ss,100, 100, 102,['-all'],none,OK,0.68,0.68,0.74,0.48,0.52
909/A,rft,True,smote,False,True,cross,remove,1977,ss,200, 200, 306,['-all'],none,OK,0.85,0.77,0.73,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,200, 200, 300,['-all'],none,OK,0.88,0.81,0.77,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,200, 200, 252,['-all'],none,OK,0.68,0.77,0.84,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,200, 200, 272,['-all'],none,OK,0.88,0.82,0.84,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,200, 200, 266,['-all'],none,OK,0.76,0.67,0.64,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,200, 200, 264,['-all'],none,OK,0.76,0.66,0.64,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,200, 200, 206,['-all'],none,OK,0.58,0.56,0.58,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,200, 200, 266,['-all'],none,OK,0.77,0.67,0.66,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,200, 200, 232,['-all'],none,OK,0.52,0.61,0.65,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2402,ss,200, 200, 320,['-all'],none,OK,0.88,0.80,0.69,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,1983,ss,200, 200, 210,['-all'],none,OK,0.65,0.67,0.73,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1828,ss,200, 200, 280,['-all'],none,OK,0.41,0.70,0.70,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,200, 200, 298,['-all'],none,OK,0.94,0.91,0.92,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 502,ss,200, 200, 356,['-all'],none,OK,0.96,0.92,0.85,0.89,0.11
282/A,rft,True,smote,False,True,cross,remove,2577,ss,200, 200, 300,['-all'],none,OK,0.81,0.69,0.59,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,200, 200, 214,['-all'],none,OK,0.63,0.60,0.65,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,200, 200, 216,['-all'],none,OK,0.74,0.70,0.76,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,200, 200, 268,['-all'],none,OK,0.85,0.79,0.83,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,200, 200, 246,['-all'],none,OK,0.78,0.71,0.71,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,200, 200, 270,['-all'],none,OK,0.77,0.67,0.64,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,1826,ss,200, 200, 230,['-all'],none,OK,0.49,0.59,0.62,0.43,0.57
812/C,rft,True,smote,False,True,cross,remove,1880,ss,200, 200, 222,['-all'],none,OK,0.57,0.62,0.67,0.44,0.56
812/E,rft,True,smote,False,True,cross,remove, 582,ss,200, 200, 376,['-all'],none,OK,0.98,0.95,0.78,0.94,0.06
579/D,rft,True,smote,False,True,cross,remove,1472,ss,200, 200, 230,['-all'],none,OK,0.79,0.82,0.90,0.43,0.57
837/D,rft,True,smote,False,True,cross,remove,1200,ss,200, 200, 206,['-all'],none,OK,0.69,0.69,0.76,0.48,0.52
909/A,rft,True,smote,False,True,cross,remove,1977,ss,400, 400, 612,['-all'],none,OK,0.86,0.78,0.74,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,400, 400, 600,['-all'],none,OK,0.89,0.82,0.81,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,400, 400, 504,['-all'],none,OK,0.70,0.78,0.86,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,400, 400, 542,['-all'],none,OK,0.89,0.84,0.86,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,400, 400, 532,['-all'],none,OK,0.78,0.69,0.67,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,400, 400, 528,['-all'],none,OK,0.77,0.67,0.67,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,400, 400, 412,['-all'],none,OK,0.59,0.57,0.61,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,400, 400, 534,['-all'],none,OK,0.79,0.70,0.70,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,400, 400, 466,['-all'],none,OK,0.51,0.62,0.68,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2402,ss,400, 400, 638,['-all'],none,OK,0.88,0.81,0.70,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,1983,ss,400, 400, 420,['-all'],none,OK,0.66,0.68,0.75,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1828,ss,400, 400, 558,['-all'],none,OK,0.45,0.71,0.73,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,400, 400, 594,['-all'],none,OK,0.95,0.92,0.93,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 502,ss,400, 400, 710,['-all'],none,OK,0.97,0.94,0.86,0.89,0.11
282/A,rft,True,smote,False,True,cross,remove,2577,ss,400, 400, 600,['-all'],none,OK,0.81,0.69,0.59,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,400, 400, 426,['-all'],none,OK,0.65,0.63,0.67,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,400, 400, 432,['-all'],none,OK,0.75,0.72,0.77,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,400, 400, 534,['-all'],none,OK,0.86,0.80,0.84,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,400, 400, 490,['-all'],none,OK,0.79,0.72,0.71,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,400, 400, 542,['-all'],none,OK,0.78,0.68,0.66,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,1826,ss,400, 400, 460,['-all'],none,OK,0.51,0.60,0.63,0.43,0.57
812/C,rft,True,smote,False,True,cross,remove,1880,ss,400, 400, 444,['-all'],none,OK,0.60,0.65,0.71,0.44,0.56
812/E,rft,True,smote,False,True,cross,remove, 582,ss,400, 400, 754,['-all'],none,OK,0.97,0.95,0.80,0.94,0.06
579/D,rft,True,smote,False,True,cross,remove,1472,ss,400, 400, 460,['-all'],none,OK,0.80,0.82,0.91,0.43,0.57
837/D,rft,True,smote,False,True,cross,remove,1200,ss,400, 400, 412,['-all'],none,OK,0.70,0.70,0.78,0.48,0.52
909/A,rft,True,smote,False,True,cross,remove,1977,ss,200, 200, 306,['none'],none,OK,0.85,0.77,0.72,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,200, 200, 300,['none'],none,OK,0.88,0.81,0.78,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,200, 200, 252,['none'],none,OK,0.67,0.76,0.84,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,200, 200, 272,['none'],none,OK,0.88,0.83,0.85,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,200, 200, 266,['none'],none,OK,0.76,0.66,0.64,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,200, 200, 264,['none'],none,OK,0.76,0.66,0.64,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,200, 200, 206,['none'],none,OK,0.58,0.57,0.59,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,200, 200, 266,['none'],none,OK,0.77,0.67,0.66,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,200, 200, 232,['none'],none,OK,0.53,0.61,0.65,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2402,ss,200, 200, 320,['none'],none,OK,0.88,0.80,0.69,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,1983,ss,200, 200, 210,['none'],none,OK,0.64,0.67,0.73,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1828,ss,200, 200, 280,['none'],none,OK,0.43,0.70,0.71,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,200, 200, 298,['none'],none,OK,0.94,0.91,0.92,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 502,ss,200, 200, 356,['none'],none,OK,0.96,0.93,0.85,0.89,0.11
282/A,rft,True,smote,False,True,cross,remove,2577,ss,200, 200, 300,['none'],none,OK,0.81,0.69,0.59,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,200, 200, 214,['none'],none,OK,0.63,0.60,0.65,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,200, 200, 216,['none'],none,OK,0.74,0.71,0.76,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,200, 200, 268,['none'],none,OK,0.84,0.78,0.83,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,200, 200, 246,['none'],none,OK,0.78,0.70,0.71,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,200, 200, 270,['none'],none,OK,0.76,0.66,0.63,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,1826,ss,200, 200, 230,['none'],none,OK,0.48,0.59,0.62,0.43,0.57
812/C,rft,True,smote,False,True,cross,remove,1880,ss,200, 200, 222,['none'],none,OK,0.56,0.62,0.67,0.44,0.56
812/E,rft,True,smote,False,True,cross,remove, 582,ss,200, 200, 376,['none'],none,OK,0.98,0.95,0.79,0.94,0.06
579/D,rft,True,smote,False,True,cross,remove,1472,ss,200, 200, 230,['none'],none,OK,0.79,0.82,0.90,0.43,0.57
837/D,rft,True,smote,False,True,cross,remove,1200,ss,200, 200, 206,['none'],none,OK,0.70,0.70,0.76,0.48,0.52
909/A,rft,True,smote,False,True,cross,remove,1977,ss,100, 100, 152,['-all'],none,OK,0.84,0.75,0.70,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,100, 100, 150,['-all'],none,OK,0.86,0.78,0.74,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,100, 100, 126,['-all'],none,OK,0.66,0.74,0.81,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,100, 100, 136,['-all'],none,OK,0.87,0.80,0.81,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,100, 100, 134,['-all'],none,OK,0.75,0.65,0.62,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,100, 100, 132,['-all'],none,OK,0.74,0.63,0.62,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,100, 100, 104,['-all'],none,OK,0.57,0.55,0.57,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,100, 100, 134,['-all'],none,OK,0.76,0.66,0.63,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,100, 100, 116,['-all'],none,OK,0.46,0.59,0.61,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2402,ss,100, 100, 160,['-all'],none,OK,0.87,0.78,0.64,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,1983,ss,100, 100, 106,['-all'],none,OK,0.60,0.64,0.70,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1828,ss,100, 100, 140,['-all'],none,OK,0.37,0.69,0.67,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,100, 100, 148,['-all'],none,OK,0.93,0.90,0.91,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 502,ss,100, 100, 178,['-all'],none,OK,0.95,0.91,0.81,0.89,0.11
282/A,rft,True,smote,False,True,cross,remove,2577,ss,100, 100, 150,['-all'],none,OK,0.81,0.69,0.58,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,100, 100, 106,['-all'],none,OK,0.61,0.59,0.63,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,100, 100, 108,['-all'],none,OK,0.73,0.69,0.74,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,100, 100, 134,['-all'],none,OK,0.82,0.75,0.79,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,100, 100, 122,['-all'],none,OK,0.77,0.70,0.70,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,100, 100, 136,['-all'],none,OK,0.75,0.65,0.61,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,1826,ss,100, 100, 114,['-all'],none,OK,0.48,0.58,0.60,0.43,0.57
812/C,rft,True,smote,False,True,cross,remove,1880,ss,100, 100, 112,['-all'],none,OK,0.54,0.60,0.64,0.44,0.56
812/E,rft,True,smote,False,True,cross,remove, 582,ss,100, 100, 188,['-all'],none,OK,0.97,0.95,0.72,0.94,0.06
579/D,rft,True,smote,False,True,cross,remove,1472,ss,100, 100, 114,['-all'],none,OK,0.77,0.80,0.89,0.43,0.57
837/D,rft,True,smote,False,True,cross,remove,1200,ss,100, 100, 102,['-all'],none,OK,0.68,0.68,0.74,0.48,0.52
909/A,rft,True,smote,False,True,cross,remove,1977,ss,200, 200, 306,['-all'],none,OK,0.85,0.77,0.73,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,200, 200, 300,['-all'],none,OK,0.88,0.81,0.77,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,200, 200, 252,['-all'],none,OK,0.68,0.77,0.84,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,200, 200, 272,['-all'],none,OK,0.88,0.82,0.84,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,200, 200, 266,['-all'],none,OK,0.76,0.67,0.64,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,200, 200, 264,['-all'],none,OK,0.76,0.66,0.64,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,200, 200, 206,['-all'],none,OK,0.58,0.56,0.58,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,200, 200, 266,['-all'],none,OK,0.77,0.67,0.66,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,200, 200, 232,['-all'],none,OK,0.52,0.61,0.65,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2402,ss,200, 200, 320,['-all'],none,OK,0.88,0.80,0.69,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,1983,ss,200, 200, 210,['-all'],none,OK,0.65,0.67,0.73,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1828,ss,200, 200, 280,['-all'],none,OK,0.41,0.70,0.70,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,200, 200, 298,['-all'],none,OK,0.94,0.91,0.92,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 502,ss,200, 200, 356,['-all'],none,OK,0.96,0.92,0.85,0.89,0.11
282/A,rft,True,smote,False,True,cross,remove,2577,ss,200, 200, 300,['-all'],none,OK,0.81,0.69,0.59,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,200, 200, 214,['-all'],none,OK,0.63,0.60,0.65,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,200, 200, 216,['-all'],none,OK,0.74,0.70,0.76,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,200, 200, 268,['-all'],none,OK,0.85,0.79,0.83,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,200, 200, 246,['-all'],none,OK,0.78,0.71,0.71,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,200, 200, 270,['-all'],none,OK,0.77,0.67,0.64,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,1826,ss,200, 200, 230,['-all'],none,OK,0.49,0.59,0.62,0.43,0.57
812/C,rft,True,smote,False,True,cross,remove,1880,ss,200, 200, 222,['-all'],none,OK,0.57,0.62,0.67,0.44,0.56
812/E,rft,True,smote,False,True,cross,remove, 582,ss,200, 200, 376,['-all'],none,OK,0.98,0.95,0.78,0.94,0.06
579/D,rft,True,smote,False,True,cross,remove,1472,ss,200, 200, 230,['-all'],none,OK,0.79,0.82,0.90,0.43,0.57
837/D,rft,True,smote,False,True,cross,remove,1200,ss,200, 200, 206,['-all'],none,OK,0.69,0.69,0.76,0.48,0.52
909/A,rft,True,smote,False,True,cross,remove,1977,ss,400, 400, 612,['-all'],none,OK,0.86,0.78,0.74,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,400, 400, 600,['-all'],none,OK,0.89,0.82,0.81,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,400, 400, 504,['-all'],none,OK,0.70,0.78,0.86,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,400, 400, 542,['-all'],none,OK,0.89,0.84,0.86,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,400, 400, 532,['-all'],none,OK,0.78,0.69,0.67,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,400, 400, 528,['-all'],none,OK,0.77,0.67,0.67,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,400, 400, 412,['-all'],none,OK,0.59,0.57,0.61,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,400, 400, 534,['-all'],none,OK,0.79,0.70,0.70,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,400, 400, 466,['-all'],none,OK,0.51,0.62,0.68,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2402,ss,400, 400, 638,['-all'],none,OK,0.88,0.81,0.70,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,1983,ss,400, 400, 420,['-all'],none,OK,0.66,0.68,0.75,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1828,ss,400, 400, 558,['-all'],none,OK,0.45,0.71,0.73,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,400, 400, 594,['-all'],none,OK,0.95,0.92,0.93,0.74,0.26
900/E,rft,True,smote,False,True,cross,remove, 502,ss,400, 400, 710,['-all'],none,OK,0.97,0.94,0.86,0.89,0.11
282/A,rft,True,smote,False,True,cross,remove,2577,ss,400, 400, 600,['-all'],none,OK,0.81,0.69,0.59,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,400, 400, 426,['-all'],none,OK,0.65,0.63,0.67,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,400, 400, 432,['-all'],none,OK,0.75,0.72,0.77,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,400, 400, 534,['-all'],none,OK,0.86,0.80,0.84,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,400, 400, 490,['-all'],none,OK,0.79,0.72,0.71,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,400, 400, 542,['-all'],none,OK,0.78,0.68,0.66,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,1826,ss,400, 400, 460,['-all'],none,OK,0.51,0.60,0.63,0.43,0.57
812/C,rft,True,smote,False,True,cross,remove,1880,ss,400, 400, 444,['-all'],none,OK,0.60,0.65,0.71,0.44,0.56
812/E,rft,True,smote,False,True,cross,remove, 582,ss,400, 400, 754,['-all'],none,OK,0.97,0.95,0.80,0.94,0.06
579/D,rft,True,smote,False,True,cross,remove,1472,ss,400, 400, 460,['-all'],none,OK,0.80,0.82,0.91,0.43,0.57
837/D,rft,True,smote,False,True,cross,remove,1200,ss,400, 400, 412,['-all'],none,OK,0.70,0.70,0.78,0.48,0.52
909/A,rft,True,smote,False,True,cross,remove,1977,ss,600, 600, 918,['all'],none,OK,0.86,0.78,0.74,0.76,0.24
909/B,rft,True,smote,False,True,cross,remove,1916,ss,600, 600, 900,['all'],none,OK,0.89,0.82,0.82,0.75,0.25
909/C,rft,True,smote,False,True,cross,remove,1205,ss,600, 600, 756,['all'],none,OK,0.71,0.79,0.87,0.37,0.63
909/D,rft,True,smote,False,True,cross,remove,1033,ss,600, 600, 814,['all'],none,OK,0.90,0.86,0.89,0.68,0.32
864/A,rft,True,smote,False,True,cross,remove,1905,ss,600, 600, 800,['all'],none,OK,0.79,0.70,0.68,0.67,0.33
864/B,rft,True,smote,False,True,cross,remove,1774,ss,600, 600, 790,['all'],none,OK,0.78,0.69,0.70,0.66,0.34
864/C,rft,True,smote,False,True,cross,remove,1386,ss,600, 600, 618,['all'],none,OK,0.60,0.59,0.63,0.52,0.48
864/D,rft,True,smote,False,True,cross,remove,1708,ss,600, 600, 800,['all'],none,OK,0.80,0.71,0.71,0.67,0.33
864/E,rft,True,smote,False,True,cross,remove, 672,ss,600, 600, 698,['all'],none,OK,0.57,0.66,0.73,0.42,0.58
900/A,rft,True,smote,False,True,cross,remove,2402,ss,600, 600, 958,['all'],none,OK,0.89,0.81,0.71,0.80,0.20
900/B,rft,True,smote,False,True,cross,remove,1983,ss,600, 600, 632,['all'],none,OK,0.67,0.69,0.77,0.47,0.53
900/C,rft,True,smote,False,True,cross,remove,1828,ss,600, 600, 838,['all'],none,OK,0.49,0.72,0.75,0.30,0.70
900/D,rft,True,smote,False,True,cross,remove,1144,ss,600, 600, 892,['all'],none,OK,0.95,0.92,0.94,0.74,0.26
282/A,rft,True,smote,False,True,cross,remove,2577,ss,600, 600, 900,['all'],none,OK,0.81,0.70,0.59,0.75,0.25
282/B,rft,True,smote,False,True,cross,remove,1953,ss,600, 600, 640,['all'],none,OK,0.66,0.64,0.69,0.53,0.47
282/C,rft,True,smote,False,True,cross,remove,1849,ss,600, 600, 648,['all'],none,OK,0.76,0.73,0.78,0.54,0.46
282/D,rft,True,smote,False,True,cross,remove, 986,ss,600, 600, 802,['all'],none,OK,0.87,0.81,0.86,0.67,0.33
282/E,rft,True,smote,False,True,cross,remove,1143,ss,600, 600, 736,['all'],none,OK,0.80,0.72,0.72,0.61,0.39
812/A,rft,True,smote,False,True,cross,remove,2146,ss,600, 600, 812,['all'],none,OK,0.78,0.68,0.66,0.68,0.32
812/B,rft,True,smote,False,True,cross,remove,1826,ss,600, 600, 690,['all'],none,OK,0.52,0.61,0.66,0.43,0.57
812/C,rft,True,smote,False,True,cross,remove,1880,ss,600, 600, 666,['all'],none,OK,0.60,0.65,0.72,0.44,0.56
579/D,rft,True,smote,False,True,cross,remove,1472,ss,600, 600, 688,['all'],none,OK,0.81,0.83,0.91,0.43,0.57
837/D,rft,True,smote,False,True,cross,remove,1200,ss,600, 600, 618,['all'],none,OK,0.71,0.70,0.78,0.48,0.52
909/A,rft,False,None,False,True,cross,remove,1977,ss,200, 200, 0,['all'],none,OK,0.86,0.78,0.71,0.76,0.24
909/A,rft,True,smote,False,True,cross,remove,1977,ss,200, 200, 306,['all'],none,OK,0.85,0.77,0.72,0.76,0.24
909/B,rft,False,None,False,True,cross,remove,1916,ss,200, 200, 0,['all'],none,OK,0.89,0.81,0.76,0.75,0.25
909/B,rft,True,smote,False,True,cross,remove,1916,ss,200, 200, 300,['all'],none,OK,0.88,0.81,0.78,0.75,0.25
909/C,rft,False,None,False,True,cross,remove,1205,ss,200, 200, 0,['all'],none,OK,0.66,0.76,0.84,0.37,0.63
909/C,rft,True,smote,False,True,cross,remove,1205,ss,200, 200, 252,['all'],none,OK,0.67,0.76,0.84,0.37,0.63
909/D,rft,False,None,False,True,cross,remove,1033,ss,200, 200, 0,['all'],none,OK,0.88,0.82,0.84,0.68,0.32
909/D,rft,True,smote,False,True,cross,remove,1033,ss,200, 200, 272,['all'],none,OK,0.88,0.83,0.85,0.68,0.32
864/A,rft,False,None,False,True,cross,remove,1905,ss,200, 200, 0,['all'],none,OK,0.78,0.67,0.63,0.67,0.33
864/A,rft,True,smote,False,True,cross,remove,1905,ss,200, 200, 266,['all'],none,OK,0.76,0.66,0.64,0.67,0.33
864/B,rft,False,None,False,True,cross,remove,1774,ss,200, 200, 0,['all'],none,OK,0.77,0.66,0.64,0.66,0.34
864/B,rft,True,smote,False,True,cross,remove,1774,ss,200, 200, 264,['all'],none,OK,0.76,0.66,0.64,0.66,0.34
864/C,rft,False,None,False,True,cross,remove,1386,ss,200, 200, 0,['all'],none,OK,0.58,0.56,0.59,0.52,0.48