% Python_3.9.16.
% Sklearn_1.2.2.
% NumPy_1.22.4.
% SciPy_1.10.1.
% Tue Mar 28 15:14:23 2023
% Created by run_flow_on_task
@RELATION openml_task_23_predictions

@ATTRIBUTE repeat NUMERIC
@ATTRIBUTE fold NUMERIC
@ATTRIBUTE sample NUMERIC
@ATTRIBUTE row_id NUMERIC
@ATTRIBUTE prediction {1, 2, 3}
@ATTRIBUTE correct {1, 2, 3}
@ATTRIBUTE confidence.1 NUMERIC
@ATTRIBUTE confidence.2 NUMERIC
@ATTRIBUTE confidence.3 NUMERIC

@DATA
0,0,0,1137,3,1,0.0,0.3,0.7
0,0,0,1001,1,1,0.8,0.1,0.1
0,0,0,1063,1,1,0.8,0.2,0.0
0,0,0,62,1,1,0.9,0.1,0.0
0,0,0,271,1,1,0.7,0.0,0.3
0,0,0,247,1,1,0.5,0.2,0.3
0,0,0,260,1,1,1.0,0.0,0.0
0,0,0,1103,1,1,0.5,0.26666666666666666,0.23333333333333334
0,0,0,1185,3,1,0.3,0.16666666666666666,0.5333333333333334
0,0,0,39,3,1,0.3,0.0,0.7
0,0,0,340,3,1,0.1,0.1,0.8
0,0,0,1016,1,1,1.0,0.0,0.0
0,0,0,176,1,1,1.0,0.0,0.0
0,0,0,1096,3,1,0.3,0.0,0.7
0,0,0,1102,1,1,0.6,0.0,0.4
0,0,0,182,1,1,1.0,0.0,0.0
0,0,0,68,1,1,0.7,0.1,0.2
0,0,0,1118,3,1,0.4166666666666667,0.08333333333333333,0.5
0,0,0,1047,1,1,0.8,0.0,0.2
0,0,0,1117,1,1,1.0,0.0,0.0
0,0,0,53,1,1,0.6,0.3,0.1
0,0,0,1073,1,1,0.8,0.1,0.1
0,0,0,1140,3,1,0.4,0.1,0.5
0,0,0,210,1,1,0.8,0.1,0.1
0,0,0,289,1,1,1.0,0.0,0.0
0,0,0,266,1,1,0.4,0.3,0.3
0,0,0,229,1,1,1.0,0.0,0.0
0,0,0,110,1,1,0.6,0.0,0.4
0,0,0,1125,1,1,0.5,0.5,0.0
0,0,0,202,1,1,0.6,0.1,0.3
0,0,0,111,2,1,0.3,0.4,0.3
0,0,0,282,1,1,1.0,0.0,0.0
0,0,0,4,3,1,0.3,0.1,0.6
0,0,0,104,2,1,0.2,0.4,0.4
0,0,0,355,3,1,0.4,0.1,0.5
0,0,0,1211,1,1,1.0,0.0,0.0
0,0,0,348,3,1,0.025,0.1,0.875
0,0,0,197,3,1,0.0,0.3,0.7
0,0,0,375,1,1,0.5,0.0,0.5
0,0,0,145,2,1,0.0,0.5599999999999999,0.43999999999999995
0,0,0,73,1,1,0.8,0.1,0.1
0,0,0,1181,1,1,0.9,0.0,0.1
0,0,0,28,1,1,1.0,0.0,0.0
0,0,0,92,3,1,0.3,0.0,0.7
0,0,0,1089,1,1,0.7,0.0,0.3
0,0,0,108,3,1,0.4333333333333334,0.0,0.5666666666666667
0,0,0,227,1,1,1.0,0.0,0.0
0,0,0,76,1,1,1.0,0.0,0.0
0,0,0,137,3,1,0.0,0.0,1.0
0,0,0,179,3,1,0.1,0.4,0.5
0,0,0,352,1,1,0.7,0.0,0.3
0,0,0,1202,1,1,1.0,0.0,0.0
0,0,0,236,3,1,0.2,0.0,0.8
0,0,0,333,1,1,0.9,0.0,0.1
0,0,0,403,1,1,0.9,0.1,0.0
0,0,0,1039,1,1,1.0,0.0,0.0
0,0,0,77,1,1,0.5,0.2,0.3
0,0,0,1187,1,1,1.0,0.0,0.0
0,0,0,305,3,1,0.3,0.1,0.6
0,0,0,1099,3,1,0.3,0.2,0.5
0,0,0,1050,3,1,0.0,0.4,0.6
0,0,0,251,3,1,0.0,0.3,0.7
0,0,0,84,3,1,0.36666666666666664,0.2,0.4333333333333333
0,0,0,754,3,3,0.4,0.1,0.5
0,0,0,1407,3,3,0.4,0.1,0.5
0,0,0,1366,1,3,0.4,0.4,0.2
0,0,0,1382,3,3,0.2,0.3,0.5
0,0,0,895,2,3,0.22000000000000003,0.6,0.18
0,0,0,747,1,3,0.4,0.22000000000000003,0.38
0,0,0,917,1,3,0.6,0.0,0.4
0,0,0,1357,3,3,0.0,0.1,0.9
0,0,0,790,1,3,0.8,0.0,0.2
0,0,0,773,3,3,0.1,0.0,0.9
0,0,0,748,3,3,0.1,0.0,0.9
0,0,0,952,3,3,0.1,0.2,0.7
0,0,0,653,3,3,0.3,0.3,0.4
0,0,0,995,1,3,0.6,0.2,0.2
0,0,0,694,1,3,0.5333333333333334,0.1,0.36666666666666664
0,0,0,1348,3,3,0.1,0.1,0.8
0,0,0,716,3,3,0.2,0.1,0.7
0,0,0,929,3,3,0.0,0.3,0.7
0,0,0,819,3,3,0.0,0.1,0.9
0,0,0,771,1,3,0.4666666666666666,0.1,0.4333333333333333
0,0,0,840,1,3,0.35,0.35,0.3
0,0,0,714,2,3,0.3,0.6,0.1
0,0,0,788,2,3,0.0,0.6,0.4
0,0,0,676,2,3,0.2,0.8,0.0
0,0,0,1322,3,3,0.3533333333333334,0.1,0.5466666666666666
0,0,0,721,2,3,0.2,0.8,0.0
0,0,0,1418,3,3,0.4,0.0,0.6
0,0,0,831,3,3,0.3,0.0,0.7
0,0,0,648,1,3,0.525,0.05,0.425
0,0,0,876,1,3,0.8,0.1,0.1
0,0,0,861,1,3,0.7,0.1,0.2
0,0,0,887,1,3,0.6,0.2,0.2
0,0,0,1471,3,3,0.3,0.1,0.6
0,0,0,863,3,3,0.4,0.1,0.5
0,0,0,1332,3,3,0.1,0.1,0.8
0,0,0,847,1,3,0.475,0.425,0.1
0,0,0,810,3,3,0.375,0.125,0.5
0,0,0,1437,2,3,0.3,0.6,0.1
0,0,0,708,1,3,0.7,0.1,0.2
0,0,0,1440,1,3,0.8,0.0,0.2
0,0,0,997,3,3,0.1,0.3,0.6
0,0,0,994,3,3,0.2902380952380952,0.3469047619047619,0.3628571428571429
0,0,0,727,1,3,0.9,0.1,0.0
0,0,0,1426,1,3,0.6,0.0,0.4
0,0,0,1389,2,3,0.0,1.0,0.0
0,0,0,805,3,3,0.1,0.0,0.9
0,0,0,844,1,3,0.8,0.1,0.1
0,0,0,854,1,3,0.5,0.2,0.3
0,0,0,939,1,3,0.4,0.3,0.3
0,0,0,670,3,3,0.4,0.0,0.6
0,0,0,802,1,3,0.4,0.4,0.2
0,0,0,599,3,2,0.3,0.1,0.6
0,0,0,625,2,2,0.0,0.5333333333333333,0.4666666666666666
0,0,0,1285,1,2,0.6866666666666666,0.3133333333333333,0.0
0,0,0,479,1,2,0.4,0.3,0.3
0,0,0,469,1,2,0.5,0.2,0.3
0,0,0,561,1,2,0.9,0.0,0.1
0,0,0,425,3,2,0.3,0.3333333333333333,0.36666666666666664
0,0,0,436,3,2,0.3,0.3,0.4
0,0,0,565,2,2,0.0,1.0,0.0
0,0,0,616,3,2,0.0,0.375,0.625
0,0,0,523,3,2,0.185,0.0,0.8150000000000001
0,0,0,475,3,2,0.0,0.24333333333333335,0.7566666666666666
0,0,0,597,3,2,0.1,0.36,0.54
0,0,0,1229,1,2,0.5,0.1,0.4
0,0,0,1215,1,2,0.5333333333333333,0.06666666666666667,0.4
0,0,0,640,3,2,0.2,0.3,0.5
0,0,0,630,2,2,0.0,1.0,0.0
0,0,0,1233,1,2,0.7,0.1,0.2
0,0,0,1238,1,2,0.735,0.0,0.265
0,0,0,611,3,2,0.0,0.1,0.9
0,0,0,1248,1,2,0.5,0.1,0.4
0,0,0,1252,2,2,0.1,0.7,0.2
0,0,0,461,1,2,0.8,0.0,0.2
0,0,0,440,2,2,0.1,0.65,0.25
0,0,0,433,1,2,0.5,0.2,0.3
0,0,0,1308,1,2,0.5,0.2,0.3
0,0,0,1253,3,2,0.1,0.1,0.8
0,0,0,534,2,2,0.3,0.4,0.3
0,0,0,629,2,2,0.0,0.9,0.1
0,0,0,587,2,2,0.1,0.8,0.1
0,0,0,585,2,2,0.1,0.8,0.1
0,0,0,1268,3,2,0.4,0.1,0.5
0,0,0,1301,2,2,0.1,0.6,0.3
0,0,0,495,1,2,0.7,0.3,0.0
0,1,0,1195,3,1,0.0,0.1,0.9
0,1,0,1152,3,1,0.0,0.2,0.8
0,1,0,394,1,1,1.0,0.0,0.0
0,1,0,1122,3,1,0.0,0.2,0.8
0,1,0,112,2,1,0.1,0.9,0.0
0,1,0,203,3,1,0.3,0.3,0.4
0,1,0,64,1,1,0.6,0.0,0.4
0,1,0,1199,1,1,0.9,0.1,0.0
0,1,0,272,3,1,0.4,0.0,0.6
0,1,0,212,3,1,0.0,0.0,1.0
0,1,0,86,3,1,0.05833333333333333,0.125,0.8166666666666667
0,1,0,127,1,1,0.7,0.1,0.2
0,1,0,290,2,1,0.1,0.6,0.3
0,1,0,1098,1,1,0.4,0.4,0.2
0,1,0,41,1,1,1.0,0.0,0.0
0,1,0,1023,1,1,0.6,0.4,0.0
0,1,0,1028,1,1,0.6,0.4,0.0
0,1,0,115,1,1,0.6,0.0,0.4
0,1,0,1091,1,1,0.6,0.0,0.4
0,1,0,376,1,1,0.9,0.0,0.1
0,1,0,100,3,1,0.3,0.0,0.7
0,1,0,390,1,1,1.0,0.0,0.0
0,1,0,1075,1,1,1.0,0.0,0.0
0,1,0,400,1,1,0.9,0.0,0.1
0,1,0,223,1,1,1.0,0.0,0.0
0,1,0,338,1,1,1.0,0.0,0.0
0,1,0,312,3,1,0.2,0.3,0.5
0,1,0,38,1,1,0.8,0.0,0.2
0,1,0,32,1,1,1.0,0.0,0.0
0,1,0,79,1,1,0.8,0.0,0.2
0,1,0,280,1,1,0.7,0.1,0.2
0,1,0,1070,1,1,1.0,0.0,0.0
0,1,0,2,2,1,0.1,0.6,0.3
0,1,0,45,3,1,0.2,0.0,0.8
0,1,0,245,3,1,0.1,0.05,0.85
0,1,0,135,3,1,0.1,0.0,0.9
0,1,0,183,1,1,0.9,0.0,0.1
0,1,0,198,1,1,0.7,0.3,0.0
0,1,0,412,1,1,0.8,0.2,0.0
0,1,0,36,1,1,0.9,0.0,0.1
0,1,0,300,2,1,0.0,0.7,0.3
0,1,0,1012,3,1,0.4,0.13333333333333333,0.4666666666666667
0,1,0,56,3,1,0.35666666666666663,0.22666666666666666,0.41666666666666663
0,1,0,308,1,1,1.0,0.0,0.0
0,1,0,342,1,1,1.0,0.0,0.0
0,1,0,362,1,1,1.0,0.0,0.0
0,1,0,83,1,1,1.0,0.0,0.0
0,1,0,237,2,1,0.1,0.65,0.25
0,1,0,118,1,1,0.7,0.1,0.2
0,1,0,75,3,1,0.3,0.0,0.7
0,1,0,1062,3,1,0.0,0.0,1.0
0,1,0,186,1,1,1.0,0.0,0.0
0,1,0,325,2,1,0.1,0.5,0.4
0,1,0,144,3,1,0.3,0.3,0.4
0,1,0,1178,3,1,0.4,0.0,0.6
0,1,0,1120,1,1,0.9,0.0,0.1
0,1,0,395,1,1,0.5,0.1,0.4
0,1,0,1080,3,1,0.1,0.3,0.6
0,1,0,122,2,1,0.0,0.6833333333333333,0.31666666666666665
0,1,0,381,2,1,0.4,0.5,0.1
0,1,0,286,1,1,1.0,0.0,0.0
0,1,0,190,3,1,0.4,0.0,0.6
0,1,0,1088,1,1,0.4,0.3,0.3
0,1,0,1395,1,3,0.6,0.0,0.4
0,1,0,735,1,3,0.5,0.1,0.4
0,1,0,954,3,3,0.4,0.0,0.6
0,1,0,1435,3,3,0.1,0.4,0.5
0,1,0,901,1,3,0.7,0.1,0.2
0,1,0,920,3,3,0.2,0.34285714285714286,0.45714285714285713
0,1,0,1447,3,3,0.3,0.2,0.5
0,1,0,1472,1,3,0.4,0.3,0.3
0,1,0,964,3,3,0.1,0.2,0.7
0,1,0,803,1,3,0.8,0.0,0.2
0,1,0,839,3,3,0.2,0.0,0.8
0,1,0,902,1,3,0.6,0.1,0.3
0,1,0,1400,3,3,0.0,0.4,0.6
0,1,0,1351,3,3,0.3,0.0,0.7
0,1,0,685,1,3,0.5,0.2,0.3
0,1,0,1369,3,3,0.1,0.1,0.8
0,1,0,900,3,3,0.2,0.0,0.8
0,1,0,750,1,3,0.6,0.2,0.2
0,1,0,731,3,3,0.2,0.0,0.8
0,1,0,1433,3,3,0.0,0.4916666666666666,0.5083333333333333
0,1,0,820,1,3,0.9199999999999999,0.0,0.08
0,1,0,940,3,3,0.2666666666666667,0.1,0.6333333333333333
0,1,0,733,1,3,0.9,0.0,0.1
0,1,0,858,1,3,0.5,0.0,0.5
0,1,0,982,3,3,0.0,0.3,0.7
0,1,0,1337,1,3,0.5,0.2,0.3
0,1,0,1381,1,3,0.8,0.0,0.2
0,1,0,753,3,3,0.1,0.4,0.5
0,1,0,1391,2,3,0.0,0.6,0.4
0,1,0,1429,2,3,0.1,0.6,0.3
0,1,0,787,3,3,0.4,0.0,0.6
0,1,0,966,3,3,0.2,0.0,0.8
0,1,0,769,2,3,0.13999999999999999,0.7,0.16
0,1,0,1377,3,3,0.1,0.0,0.9
0,1,0,717,3,3,0.1,0.0,0.9
0,1,0,770,3,3,0.1,0.1,0.8
0,1,0,784,1,3,0.7,0.12380952380952381,0.17619047619047618
0,1,0,960,2,3,0.3,0.5,0.2
0,1,0,950,3,3,0.16666666666666666,0.2,0.6333333333333333
0,1,0,834,1,3,1.0,0.0,0.0
0,1,0,703,3,3,0.3,0.0,0.7
0,1,0,888,3,3,0.3466666666666666,0.1,0.5533333333333333
0,1,0,646,2,3,0.2,0.8,0.0
0,1,0,1470,3,3,0.1,0.2,0.7
0,1,0,743,1,3,0.7,0.1,0.2
0,1,0,666,1,3,0.6,0.0,0.4
0,1,0,943,3,3,0.2,0.0,0.8
0,1,0,1409,3,3,0.1,0.0,0.9
0,1,0,1410,3,3,0.4,0.0,0.6
0,1,0,1431,3,3,0.0,0.2,0.8
0,1,0,1415,3,3,0.4,0.0,0.6
0,1,0,1235,3,2,0.0,0.3,0.7
0,1,0,1295,1,2,0.545,0.0,0.45499999999999996
0,1,0,563,1,2,0.6,0.1,0.3
0,1,0,514,3,2,0.1,0.2,0.7
0,1,0,1272,3,2,0.0,0.4,0.6
0,1,0,1262,3,2,0.3,0.3,0.4
0,1,0,628,2,2,0.0,1.0,0.0
0,1,0,631,3,2,0.32333333333333336,0.1,0.5766666666666667
0,1,0,1259,2,2,0.32857142857142857,0.47857142857142854,0.19285714285714287
0,1,0,478,2,2,0.2,0.5666666666666667,0.2333333333333333
0,1,0,512,3,2,0.0,0.05,0.95
0,1,0,1232,2,2,0.2,0.4,0.4
0,1,0,444,1,2,0.6,0.0,0.4
0,1,0,1277,3,2,0.0,0.1733333333333333,0.8266666666666665
0,1,0,421,1,2,0.8,0.1,0.1
0,1,0,613,2,2,0.0,0.9,0.1
0,1,0,598,2,2,0.2,0.6,0.2
0,1,0,453,3,2,0.0,0.0,1.0
0,1,0,572,3,2,0.4,0.1,0.5
0,1,0,1307,2,2,0.13999999999999999,0.5266666666666666,0.3333333333333333
0,1,0,1275,1,2,0.8,0.0,0.2
0,1,0,593,2,2,0.4,0.6,0.0
0,1,0,452,1,2,0.5,0.0,0.5
0,1,0,1314,3,2,0.3,0.2,0.5
0,1,0,518,3,2,0.1,0.2,0.7
0,1,0,1230,3,2,0.3,0.0,0.7
0,1,0,1258,2,2,0.0,0.8,0.2
0,1,0,620,2,2,0.0,0.5,0.5
0,1,0,606,3,2,0.3,0.1,0.6
0,1,0,621,3,2,0.1,0.3,0.6
0,1,0,1286,1,2,0.9,0.1,0.0
0,1,0,450,2,2,0.0,0.6,0.4
0,1,0,570,3,2,0.0,0.3,0.7
0,1,0,562,1,2,0.5,0.2,0.3