Task
Supervised Classification on arrhythmia

Supervised Classification on arrhythmia

Task 1885 Supervised Classification arrhythmia 171 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.6873, kappa: 0.5536, kb_relative_information_score: 2095.1235, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6714, predictive_accuracy: 0.7272, prior_entropy: 2.5222, recall: 0.7272, relative_absolute_error: 0.6282, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.7844, scimark_benchmark: 1371.174, usercpu_time_millis: 980, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1375.1578, usercpu_time_millis: 1580, usercpu_time_millis_testing: 1440, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.6073, kappa: 0.4234, kb_relative_information_score: 1781.7324, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6056, predictive_accuracy: 0.6796, prior_entropy: 2.5222, recall: 0.6796, relative_absolute_error: 0.7391, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.8169, scimark_benchmark: 940.3347, usercpu_time_millis: 660, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1313.8988, usercpu_time_millis: 1200, usercpu_time_millis_testing: 1070, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.6237, kappa: 0.4469, kb_relative_information_score: 1998.2231, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6104, predictive_accuracy: 0.6527, prior_entropy: 2.5222, recall: 0.6527, relative_absolute_error: 0.5106, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.9868, scimark_benchmark: 1322.7257, usercpu_time_millis: 819120, usercpu_time_millis_testing: 3820, usercpu_time_millis_training: 815300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.6899, kappa: 0.5599, kb_relative_information_score: 2426.7938, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6766, predictive_accuracy: 0.7146, prior_entropy: 2.5222, recall: 0.7146, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.8653, scimark_benchmark: 1354.3488, usercpu_time_millis: 180, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1347.993, usercpu_time_millis: 1580, usercpu_time_millis_testing: 1410, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3811, kb_relative_information_score: 818.1525, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.2938, predictive_accuracy: 0.542, prior_entropy: 2.5222, recall: 0.542, relative_absolute_error: 0.6692, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2393, root_relative_squared_error: 1.1643, scimark_benchmark: 1299.9304, usercpu_time_millis: 2330, usercpu_time_millis_testing: 1050, usercpu_time_millis_training: 1280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7716, f_measure: 0.6793, kappa: 0.545, kb_relative_information_score: 2157.9271, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6584, predictive_accuracy: 0.7044, prior_entropy: 2.5222, recall: 0.7044, relative_absolute_error: 0.5411, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.8697, scimark_benchmark: 1306.9281, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1313.11, usercpu_time_millis: 1280, usercpu_time_millis_testing: 1140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1332.9478, usercpu_time_millis: 1990, usercpu_time_millis_testing: 1730, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3811, kb_relative_information_score: 818.1525, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.2938, predictive_accuracy: 0.542, prior_entropy: 2.5222, recall: 0.542, relative_absolute_error: 0.6692, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2393, root_relative_squared_error: 1.1643, scimark_benchmark: 1325.4787, usercpu_time_millis: 1670, usercpu_time_millis_testing: 360, usercpu_time_millis_training: 1310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7716, f_measure: 0.6793, kappa: 0.545, kb_relative_information_score: 2157.9271, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6584, predictive_accuracy: 0.7044, prior_entropy: 2.5222, recall: 0.7044, relative_absolute_error: 0.5411, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.8697, scimark_benchmark: 1353.0836, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1362.9924, usercpu_time_millis: 1700, usercpu_time_millis_testing: 1530, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3811, kb_relative_information_score: 818.1525, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.2938, predictive_accuracy: 0.542, prior_entropy: 2.5222, recall: 0.542, relative_absolute_error: 0.6692, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2393, root_relative_squared_error: 1.1643, scimark_benchmark: 1336.0954, usercpu_time_millis: 1780, usercpu_time_millis_testing: 410, usercpu_time_millis_training: 1370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.6873, kappa: 0.5536, kb_relative_information_score: 2095.1235, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6714, predictive_accuracy: 0.7272, prior_entropy: 2.5222, recall: 0.7272, relative_absolute_error: 0.6282, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.7844, scimark_benchmark: 1349.1517, usercpu_time_millis: 900, usercpu_time_millis_training: 900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.6237, kappa: 0.4469, kb_relative_information_score: 1998.2231, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6104, predictive_accuracy: 0.6527, prior_entropy: 2.5222, recall: 0.6527, relative_absolute_error: 0.5106, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.9868, scimark_benchmark: 1347.6543, usercpu_time_millis: 806610, usercpu_time_millis_testing: 3660, usercpu_time_millis_training: 802950,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1349.1517, usercpu_time_millis: 1680, usercpu_time_millis_testing: 1510, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.6899, kappa: 0.5599, kb_relative_information_score: 2426.7938, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6766, predictive_accuracy: 0.7146, prior_entropy: 2.5222, recall: 0.7146, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.8653, scimark_benchmark: 1346.2927, usercpu_time_millis: 180, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1325.8468, usercpu_time_millis: 2470, usercpu_time_millis_testing: 2280, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.6237, kappa: 0.4469, kb_relative_information_score: 1998.2231, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6104, predictive_accuracy: 0.6527, prior_entropy: 2.5222, recall: 0.6527, relative_absolute_error: 0.5106, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.9868, scimark_benchmark: 1316.5396, usercpu_time_millis: 830100, usercpu_time_millis_testing: 3820, usercpu_time_millis_training: 826280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1310.6554, usercpu_time_millis: 1420, usercpu_time_millis_testing: 1280, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1353.0836, usercpu_time_millis: 1490, usercpu_time_millis_testing: 1330, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 930.5999, usercpu_time_millis: 1950, usercpu_time_millis_testing: 1650, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7716, f_measure: 0.6793, kappa: 0.545, kb_relative_information_score: 2157.9271, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6584, predictive_accuracy: 0.7044, prior_entropy: 2.5222, recall: 0.7044, relative_absolute_error: 0.5411, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.8697, scimark_benchmark: 933.4598, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.6073, kappa: 0.4234, kb_relative_information_score: 1781.7324, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6056, predictive_accuracy: 0.6796, prior_entropy: 2.5222, recall: 0.6796, relative_absolute_error: 0.7391, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.8169, scimark_benchmark: 928.8135, usercpu_time_millis: 550, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.6899, kappa: 0.5599, kb_relative_information_score: 2426.7938, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6766, predictive_accuracy: 0.7146, prior_entropy: 2.5222, recall: 0.7146, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.8653, scimark_benchmark: 1349.1517, usercpu_time_millis: 180, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7716, f_measure: 0.6793, kappa: 0.545, kb_relative_information_score: 2157.9271, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6584, predictive_accuracy: 0.7044, prior_entropy: 2.5222, recall: 0.7044, relative_absolute_error: 0.5411, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.8697, scimark_benchmark: 819.5729, usercpu_time_millis: 160, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.6073, kappa: 0.4234, kb_relative_information_score: 1781.7324, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6056, predictive_accuracy: 0.6796, prior_entropy: 2.5222, recall: 0.6796, relative_absolute_error: 0.7391, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.8169, scimark_benchmark: 943.1009, usercpu_time_millis: 530, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3811, kb_relative_information_score: 818.1525, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.2938, predictive_accuracy: 0.542, prior_entropy: 2.5222, recall: 0.542, relative_absolute_error: 0.6692, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2393, root_relative_squared_error: 1.1643, scimark_benchmark: 974.2014, usercpu_time_millis: 2280, usercpu_time_millis_testing: 500, usercpu_time_millis_training: 1780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.6073, kappa: 0.4234, kb_relative_information_score: 1781.7324, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6056, predictive_accuracy: 0.6796, prior_entropy: 2.5222, recall: 0.6796, relative_absolute_error: 0.7391, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.8169, scimark_benchmark: 931.771, usercpu_time_millis: 490, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.6873, kappa: 0.5536, kb_relative_information_score: 2095.1235, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6714, predictive_accuracy: 0.7272, prior_entropy: 2.5222, recall: 0.7272, relative_absolute_error: 0.6282, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.7844, scimark_benchmark: 941.6675, usercpu_time_millis: 1160, usercpu_time_millis_training: 1160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.6829, kappa: 0.5512, kb_relative_information_score: 2207.2148, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6642, predictive_accuracy: 0.7077, prior_entropy: 2.5222, recall: 0.7077, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.8217, scimark_benchmark: 851.2074, usercpu_time_millis: 6120, usercpu_time_millis_training: 6120,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.6899, kappa: 0.5599, kb_relative_information_score: 2426.7938, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6766, predictive_accuracy: 0.7146, prior_entropy: 2.5222, recall: 0.7146, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.8653, scimark_benchmark: 1340.5125, usercpu_time_millis: 180, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1322.3407, usercpu_time_millis: 2220, usercpu_time_millis_testing: 2000, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3811, kb_relative_information_score: 818.1525, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.2938, predictive_accuracy: 0.542, prior_entropy: 2.5222, recall: 0.542, relative_absolute_error: 0.6692, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2393, root_relative_squared_error: 1.1643, scimark_benchmark: 1375.1578, usercpu_time_millis: 1550, usercpu_time_millis_testing: 380, usercpu_time_millis_training: 1170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1405.2896, usercpu_time_millis: 3000, usercpu_time_millis_testing: 2660, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7716, f_measure: 0.6793, kappa: 0.545, kb_relative_information_score: 2157.9271, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6584, predictive_accuracy: 0.7044, prior_entropy: 2.5222, recall: 0.7044, relative_absolute_error: 0.5411, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.8697, scimark_benchmark: 1353.3951, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.6829, kappa: 0.5512, kb_relative_information_score: 2207.2148, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6642, predictive_accuracy: 0.7077, prior_entropy: 2.5222, recall: 0.7077, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.8217, scimark_benchmark: 1313.8988, usercpu_time_millis: 3860, usercpu_time_millis_training: 3860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.6073, kappa: 0.4234, kb_relative_information_score: 1781.7324, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6056, predictive_accuracy: 0.6796, prior_entropy: 2.5222, recall: 0.6796, relative_absolute_error: 0.7391, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.8169, scimark_benchmark: 1267.7714, usercpu_time_millis: 530, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 500,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 938.0414, usercpu_time_millis: 1920, usercpu_time_millis_testing: 1640, usercpu_time_millis_training: 280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6951, kappa: 0.5684, kb_relative_information_score: 2448.305, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.682, predictive_accuracy: 0.725, prior_entropy: 2.5222, recall: 0.725, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.8455, scimark_benchmark: 1288.1375, usercpu_time_millis: 2270, usercpu_time_millis_testing: 2070, usercpu_time_millis_training: 200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8884, build_cpu_time: 17.6114, build_memory: 3283410204.7434, f_measure: 0.7219, kappa: 0.6164, kb_relative_information_score: 2396.0326, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.7009, predictive_accuracy: 0.7553, prior_entropy: 2.5222, recall: 0.7553, relative_absolute_error: 0.5478, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.7437, scimark_benchmark: 943.3366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, build_cpu_time: 17.6986, build_memory: 986580989.1912, f_measure: 0.7266, kappa: 0.6246, kb_relative_information_score: 2396.9321, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.7077, predictive_accuracy: 0.7604, prior_entropy: 2.5222, recall: 0.7604, relative_absolute_error: 0.5469, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.152, root_relative_squared_error: 0.7396, scimark_benchmark: 938.4914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, build_cpu_time: 18.9225, build_memory: 793453991.1929, f_measure: 0.7266, kappa: 0.6246, kb_relative_information_score: 2396.9321, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.7077, predictive_accuracy: 0.7604, prior_entropy: 2.5222, recall: 0.7604, relative_absolute_error: 0.5469, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.152, root_relative_squared_error: 0.7396, scimark_benchmark: 924.6029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, build_cpu_time: 23.7146, build_memory: 974272276.4602, f_measure: 0.7266, kappa: 0.6246, kb_relative_information_score: 2396.9321, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.7077, predictive_accuracy: 0.7604, prior_entropy: 2.5222, recall: 0.7604, relative_absolute_error: 0.5469, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.152, root_relative_squared_error: 0.7396, scimark_benchmark: 947.3144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6388, f_measure: 0.4417, kappa: 0.1782, kb_relative_information_score: -447.5812, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.3887, predictive_accuracy: 0.5515, prior_entropy: 2.5222, recall: 0.5515, relative_absolute_error: 1.315, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2353, root_relative_squared_error: 1.145, scimark_benchmark: 889.3151, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6388, f_measure: 0.4417, kappa: 0.1782, kb_relative_information_score: -447.5812, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.3887, predictive_accuracy: 0.5515, prior_entropy: 2.5222, recall: 0.5515, relative_absolute_error: 1.315, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2353, root_relative_squared_error: 1.145, scimark_benchmark: 1336.2509, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.653, f_measure: 0.4881, kappa: 0.2031, kb_relative_information_score: 1351.951, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.492, predictive_accuracy: 0.5852, prior_entropy: 2.5222, recall: 0.5852, relative_absolute_error: 0.7215, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2077, root_relative_squared_error: 1.0109, scimark_benchmark: 882.7843, usercpu_time_millis: 530, usercpu_time_millis_testing: 530,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6388, f_measure: 0.4417, kappa: 0.1782, kb_relative_information_score: -447.5812, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.3887, predictive_accuracy: 0.5515, prior_entropy: 2.5222, recall: 0.5515, relative_absolute_error: 1.315, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2353, root_relative_squared_error: 1.145, scimark_benchmark: 932.0242, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6388, f_measure: 0.4417, kappa: 0.1782, kb_relative_information_score: -447.5812, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.3887, predictive_accuracy: 0.5515, prior_entropy: 2.5222, recall: 0.5515, relative_absolute_error: 1.315, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2353, root_relative_squared_error: 1.145, scimark_benchmark: 1325.2092, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7559, f_measure: 0.6509, kappa: 0.4872, kb_relative_information_score: 2064.5514, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6482, predictive_accuracy: 0.654, prior_entropy: 2.5222, recall: 0.654, relative_absolute_error: 0.5199, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.9836, scimark_benchmark: 1384.4418, usercpu_time_millis: 850, usercpu_time_millis_training: 850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7154, f_measure: 0.6096, kappa: 0.4185, kb_relative_information_score: 1784.0108, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6135, predictive_accuracy: 0.6093, prior_entropy: 2.5222, recall: 0.6093, relative_absolute_error: 0.5709, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.221, root_relative_squared_error: 1.0754, scimark_benchmark: 938.9967, usercpu_time_millis: 950, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 940,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.6899, kappa: 0.5599, kb_relative_information_score: 2426.7938, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6766, predictive_accuracy: 0.7146, prior_entropy: 2.5222, recall: 0.7146, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.8653, scimark_benchmark: 1073.494, usercpu_time_millis: 180, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.7062, kappa: 0.5751, kb_relative_information_score: 2387.2923, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6906, predictive_accuracy: 0.7336, prior_entropy: 2.5222, recall: 0.7336, relative_absolute_error: 0.526, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1587, root_relative_squared_error: 0.7723, scimark_benchmark: 944.0517, usercpu_time_millis: 4300, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 4280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6545, f_measure: 0.5276, kappa: 0.2952, kb_relative_information_score: 1299.9879, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.5259, predictive_accuracy: 0.5303, prior_entropy: 2.5222, recall: 0.5303, relative_absolute_error: 0.6867, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2421, root_relative_squared_error: 1.1783, scimark_benchmark: 1313.5726, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.6397, kappa: 0.4826, kb_relative_information_score: 1763.2149, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6167, predictive_accuracy: 0.6746, prior_entropy: 2.5222, recall: 0.6746, relative_absolute_error: 0.6547, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.8726, scimark_benchmark: 1073.494, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.7065, kappa: 0.5756, kb_relative_information_score: 2464.7981, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.69, predictive_accuracy: 0.7292, prior_entropy: 2.5222, recall: 0.7292, relative_absolute_error: 0.441, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.8101, scimark_benchmark: 940.0008, usercpu_time_millis: 4450, usercpu_time_millis_training: 4450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.6237, kappa: 0.4469, kb_relative_information_score: 1998.2231, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6104, predictive_accuracy: 0.6527, prior_entropy: 2.5222, recall: 0.6527, relative_absolute_error: 0.5106, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.9868, scimark_benchmark: 825.5282, usercpu_time_millis: 866210, usercpu_time_millis_testing: 3890, usercpu_time_millis_training: 862320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5603, f_measure: 0.3835, kappa: 0.0035, kb_relative_information_score: -204.4714, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.4379, predictive_accuracy: 0.5431, prior_entropy: 2.5222, recall: 0.5431, relative_absolute_error: 1.2929, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2318, root_relative_squared_error: 1.128, scimark_benchmark: 930.5999, usercpu_time_millis: 2550, usercpu_time_millis_testing: 1980, usercpu_time_millis_training: 570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7983, f_measure: 0.6694, kappa: 0.5181, kb_relative_information_score: -17.8021, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6773, predictive_accuracy: 0.7119, prior_entropy: 2.5222, recall: 0.7119, relative_absolute_error: 1.2833, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.23, root_relative_squared_error: 1.1193, scimark_benchmark: 1321.527, usercpu_time_millis: 490, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7812, f_measure: 0.6844, kappa: 0.5497, kb_relative_information_score: 2001.9457, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6655, predictive_accuracy: 0.7188, prior_entropy: 2.5222, recall: 0.7188, relative_absolute_error: 0.5936, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.8269, scimark_benchmark: 1290.1085, usercpu_time_millis: 1680, usercpu_time_millis_training: 1680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.6073, kappa: 0.4234, kb_relative_information_score: 1781.7324, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.6056, predictive_accuracy: 0.6796, prior_entropy: 2.5222, recall: 0.6796, relative_absolute_error: 0.7391, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.8169, scimark_benchmark: 1073.494, usercpu_time_millis: 680, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 620,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs