OpenML
Supervised Classification on first-order-theorem-proving

Supervised Classification on first-order-theorem-proving

Task 9985 Supervised Classification first-order-theorem-proving 18740 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
Issue #Downvotes for this reason By


Metric:

18740 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.5569, kappa: 0.4134, kb_relative_information_score: 2211.0469, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5513, predictive_accuracy: 0.5765, prior_entropy: 2.3005, recall: 0.5765, relative_absolute_error: 0.7312, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3032, root_relative_squared_error: 0.8564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, f_measure: 0.5515, kappa: 0.4074, kb_relative_information_score: 2018.9661, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5596, predictive_accuracy: 0.5834, prior_entropy: 2.3005, recall: 0.5834, relative_absolute_error: 0.766, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.8544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 31.7903, mean_absolute_error: 0.2506, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.557, kappa: 0.4131, kb_relative_information_score: 2303.1864, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5507, predictive_accuracy: 0.5765, prior_entropy: 2.3005, recall: 0.5765, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3026, root_relative_squared_error: 0.8545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, f_measure: 0.5661, kappa: 0.4255, kb_relative_information_score: 2203.0332, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5627, predictive_accuracy: 0.5874, prior_entropy: 2.3005, recall: 0.5874, relative_absolute_error: 0.7334, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.55, kappa: 0.405, kb_relative_information_score: 2053.3182, mean_absolute_error: 0.192, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5566, predictive_accuracy: 0.5827, prior_entropy: 2.3005, recall: 0.5827, relative_absolute_error: 0.7657, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.8542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, f_measure: 0.5856, kappa: 0.4507, kb_relative_information_score: 2626.7291, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5795, predictive_accuracy: 0.5963, prior_entropy: 2.3005, recall: 0.5963, relative_absolute_error: 0.659, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.8453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.6178, kappa: 0.4937, kb_relative_information_score: 2859.157, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6129, predictive_accuracy: 0.6265, prior_entropy: 2.3005, recall: 0.6265, relative_absolute_error: 0.6061, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.8278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.5502, kappa: 0.4045, kb_relative_information_score: 2022.4013, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5576, predictive_accuracy: 0.5825, prior_entropy: 2.3005, recall: 0.5825, relative_absolute_error: 0.7677, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.8544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.849, f_measure: 0.5434, kappa: 0.3967, kb_relative_information_score: 1985.0386, mean_absolute_error: 0.1934, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5517, predictive_accuracy: 0.5778, prior_entropy: 2.3005, recall: 0.5778, relative_absolute_error: 0.7712, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3034, root_relative_squared_error: 0.8568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8721, f_measure: 0.6072, kappa: 0.4811, kb_relative_information_score: 2486.4014, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6031, predictive_accuracy: 0.6246, prior_entropy: 2.3005, recall: 0.6246, relative_absolute_error: 0.6941, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.8203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8401, f_measure: 0.5107, kappa: 0.3489, kb_relative_information_score: 1775.3321, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5384, predictive_accuracy: 0.5564, prior_entropy: 2.3005, recall: 0.5564, relative_absolute_error: 0.8109, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3096, root_relative_squared_error: 0.8745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.5923, kappa: 0.4613, kb_relative_information_score: 2396.724, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5892, predictive_accuracy: 0.6125, prior_entropy: 2.3005, recall: 0.6125, relative_absolute_error: 0.703, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.8287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.5791, kappa: 0.4422, kb_relative_information_score: 2349.9192, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5746, predictive_accuracy: 0.5968, prior_entropy: 2.3005, recall: 0.5968, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.8413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.5667, kappa: 0.4268, kb_relative_information_score: 2200.2313, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.568, predictive_accuracy: 0.593, prior_entropy: 2.3005, recall: 0.593, relative_absolute_error: 0.742, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.8437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, f_measure: 0.5642, kappa: 0.4236, kb_relative_information_score: 2136.7052, mean_absolute_error: 0.1886, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5672, predictive_accuracy: 0.5924, prior_entropy: 2.3005, recall: 0.5924, relative_absolute_error: 0.752, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.8479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.5756, kappa: 0.4387, kb_relative_information_score: 2200.4713, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5773, predictive_accuracy: 0.6013, prior_entropy: 2.3005, recall: 0.6013, relative_absolute_error: 0.7396, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2976, root_relative_squared_error: 0.8404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.5925, kappa: 0.4609, kb_relative_information_score: 2423.5062, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5897, predictive_accuracy: 0.6123, prior_entropy: 2.3005, recall: 0.6123, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.8292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, kb_relative_information_score: 35.3997, mean_absolute_error: 0.2502, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.5712, kappa: 0.4333, kb_relative_information_score: 2218.1426, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5721, predictive_accuracy: 0.5974, prior_entropy: 2.3005, recall: 0.5974, relative_absolute_error: 0.7399, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.8413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.5628, kappa: 0.4204, kb_relative_information_score: 2439.0141, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5559, predictive_accuracy: 0.5745, prior_entropy: 2.3005, recall: 0.5745, relative_absolute_error: 0.6873, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3045, root_relative_squared_error: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.6115, kappa: 0.4865, kb_relative_information_score: 2626.0299, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6065, predictive_accuracy: 0.6262, prior_entropy: 2.3005, recall: 0.6262, relative_absolute_error: 0.6674, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, f_measure: 0.477, kappa: 0.3042, kb_relative_information_score: 1591.6592, mean_absolute_error: 0.2089, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5227, predictive_accuracy: 0.5332, prior_entropy: 2.3005, recall: 0.5332, relative_absolute_error: 0.833, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.8887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.5635, kappa: 0.4232, kb_relative_information_score: 2119.8505, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5663, predictive_accuracy: 0.5915, prior_entropy: 2.3005, recall: 0.5915, relative_absolute_error: 0.7499, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.8465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8548, f_measure: 0.5596, kappa: 0.4179, kb_relative_information_score: 2112.8033, mean_absolute_error: 0.1895, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5628, predictive_accuracy: 0.5891, prior_entropy: 2.3005, recall: 0.5891, relative_absolute_error: 0.7556, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.6143, kappa: 0.4895, kb_relative_information_score: 2614.3399, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.61, predictive_accuracy: 0.6293, prior_entropy: 2.3005, recall: 0.6293, relative_absolute_error: 0.6721, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.289, root_relative_squared_error: 0.8161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.5995, kappa: 0.4706, kb_relative_information_score: 2477.3426, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5967, predictive_accuracy: 0.619, prior_entropy: 2.3005, recall: 0.619, relative_absolute_error: 0.6929, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.8206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.5534, kappa: 0.4072, kb_relative_information_score: 2529.7074, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5476, predictive_accuracy: 0.5618, prior_entropy: 2.3005, recall: 0.5618, relative_absolute_error: 0.6694, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.312, root_relative_squared_error: 0.8812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.5884, kappa: 0.4559, kb_relative_information_score: 2335.5419, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5867, predictive_accuracy: 0.6107, prior_entropy: 2.3005, recall: 0.6107, relative_absolute_error: 0.7169, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, f_measure: 0.5881, kappa: 0.4548, kb_relative_information_score: 2534.1361, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5822, predictive_accuracy: 0.603, prior_entropy: 2.3005, recall: 0.603, relative_absolute_error: 0.6804, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2953, root_relative_squared_error: 0.8341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8687, f_measure: 0.6009, kappa: 0.4721, kb_relative_information_score: 2549.3619, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5964, predictive_accuracy: 0.6177, prior_entropy: 2.3005, recall: 0.6177, relative_absolute_error: 0.6804, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.8223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.567, kappa: 0.427, kb_relative_information_score: 2159.2414, mean_absolute_error: 0.1874, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5698, predictive_accuracy: 0.5945, prior_entropy: 2.3005, recall: 0.5945, relative_absolute_error: 0.7474, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.8436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.5798, kappa: 0.4435, kb_relative_information_score: 2323.0759, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5769, predictive_accuracy: 0.6007, prior_entropy: 2.3005, recall: 0.6007, relative_absolute_error: 0.7204, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.8379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.5291, kappa: 0.3769, kb_relative_information_score: 1902.4682, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5419, predictive_accuracy: 0.5673, prior_entropy: 2.3005, recall: 0.5673, relative_absolute_error: 0.7843, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3058, root_relative_squared_error: 0.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.4615, kappa: 0.2906, kb_relative_information_score: 1370.5792, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4629, predictive_accuracy: 0.5173, prior_entropy: 2.3005, recall: 0.5173, relative_absolute_error: 0.8555, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8627, f_measure: 0.5756, kappa: 0.4387, kb_relative_information_score: 2223.7698, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5779, predictive_accuracy: 0.601, prior_entropy: 2.3005, recall: 0.601, relative_absolute_error: 0.7348, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2969, root_relative_squared_error: 0.8384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.5948, kappa: 0.4642, kb_relative_information_score: 2357.5615, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5933, predictive_accuracy: 0.6159, prior_entropy: 2.3005, recall: 0.6159, relative_absolute_error: 0.7139, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.8288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, f_measure: 0.6072, kappa: 0.4811, kb_relative_information_score: 2518.6479, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.603, predictive_accuracy: 0.6246, prior_entropy: 2.3005, recall: 0.6246, relative_absolute_error: 0.687, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.8189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.5019, kappa: 0.3378, kb_relative_information_score: 1721.9965, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5371, predictive_accuracy: 0.5512, prior_entropy: 2.3005, recall: 0.5512, relative_absolute_error: 0.8179, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3111, root_relative_squared_error: 0.8786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.5575, kappa: 0.4154, kb_relative_information_score: 2056.2142, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5627, predictive_accuracy: 0.5876, prior_entropy: 2.3005, recall: 0.5876, relative_absolute_error: 0.76, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.8512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.5895, kappa: 0.4565, kb_relative_information_score: 2462.6023, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5848, predictive_accuracy: 0.6076, prior_entropy: 2.3005, recall: 0.6076, relative_absolute_error: 0.6958, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.8296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 10.7445, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.6083, kappa: 0.4815, kb_relative_information_score: 2662.8208, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.603, predictive_accuracy: 0.6216, prior_entropy: 2.3005, recall: 0.6216, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.8204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8696, f_measure: 0.5984, kappa: 0.469, kb_relative_information_score: 2446.9866, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5956, predictive_accuracy: 0.6177, prior_entropy: 2.3005, recall: 0.6177, relative_absolute_error: 0.7036, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.5483, kappa: 0.401, kb_relative_information_score: 2048.6868, mean_absolute_error: 0.1923, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5579, predictive_accuracy: 0.5811, prior_entropy: 2.3005, recall: 0.5811, relative_absolute_error: 0.767, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.8544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8696, f_measure: 0.5966, kappa: 0.4669, kb_relative_information_score: 2426.592, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5947, predictive_accuracy: 0.6169, prior_entropy: 2.3005, recall: 0.6169, relative_absolute_error: 0.7006, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.292, root_relative_squared_error: 0.8246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.6084, kappa: 0.4818, kb_relative_information_score: 2614.4862, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6037, predictive_accuracy: 0.6232, prior_entropy: 2.3005, recall: 0.6232, relative_absolute_error: 0.6683, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.8179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6596, kappa: 0.1485, kb_relative_information_score: 866.6115, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4145, prior_entropy: 2.3005, recall: 0.4145, relative_absolute_error: 0.922, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3467, root_relative_squared_error: 0.9791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.5454, kappa: 0.397, kb_relative_information_score: 2349.5488, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5382, predictive_accuracy: 0.5582, prior_entropy: 2.3005, recall: 0.5582, relative_absolute_error: 0.6982, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.311, root_relative_squared_error: 0.8783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 54.4407, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0127, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3544, root_relative_squared_error: 1.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8568, f_measure: 0.5583, kappa: 0.4149, kb_relative_information_score: 2093.8605, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5656, predictive_accuracy: 0.5881, prior_entropy: 2.3005, recall: 0.5881, relative_absolute_error: 0.7564, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.8485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.6094, kappa: 0.4836, kb_relative_information_score: 2500.9911, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6059, predictive_accuracy: 0.626, prior_entropy: 2.3005, recall: 0.626, relative_absolute_error: 0.6897, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.8205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 79.6087, mean_absolute_error: 0.2549, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0164, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3549, root_relative_squared_error: 1.0024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, kb_relative_information_score: 7.2329, mean_absolute_error: 0.2506, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8351, f_measure: 0.5042, kappa: 0.3412, kb_relative_information_score: 1745.7721, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5347, predictive_accuracy: 0.552, prior_entropy: 2.3005, recall: 0.552, relative_absolute_error: 0.8129, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.311, root_relative_squared_error: 0.8783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, f_measure: 0.5801, kappa: 0.4444, kb_relative_information_score: 2234.024, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5808, predictive_accuracy: 0.6038, prior_entropy: 2.3005, recall: 0.6038, relative_absolute_error: 0.7328, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2965, root_relative_squared_error: 0.8374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.5958, kappa: 0.4654, kb_relative_information_score: 2460.6415, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5935, predictive_accuracy: 0.6156, prior_entropy: 2.3005, recall: 0.6156, relative_absolute_error: 0.6953, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.8227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.5413, kappa: 0.3945, kb_relative_information_score: 2012.4255, mean_absolute_error: 0.1934, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5473, predictive_accuracy: 0.576, prior_entropy: 2.3005, recall: 0.576, relative_absolute_error: 0.7714, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.8574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8485, f_measure: 0.5361, kappa: 0.3863, kb_relative_information_score: 1986.5051, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5449, predictive_accuracy: 0.5719, prior_entropy: 2.3005, recall: 0.5719, relative_absolute_error: 0.7752, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3043, root_relative_squared_error: 0.8595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.5758, kappa: 0.4391, kb_relative_information_score: 2229.3948, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5771, predictive_accuracy: 0.6012, prior_entropy: 2.3005, recall: 0.6012, relative_absolute_error: 0.7373, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2978, root_relative_squared_error: 0.8411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.5543, kappa: 0.4105, kb_relative_information_score: 2069.7279, mean_absolute_error: 0.191, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.56, predictive_accuracy: 0.5848, prior_entropy: 2.3005, recall: 0.5848, relative_absolute_error: 0.7617, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.8532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.5703, kappa: 0.4313, kb_relative_information_score: 2208.1669, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5736, predictive_accuracy: 0.5971, prior_entropy: 2.3005, recall: 0.5971, relative_absolute_error: 0.7417, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.8422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, f_measure: 0.5912, kappa: 0.4594, kb_relative_information_score: 2377.214, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5891, predictive_accuracy: 0.6123, prior_entropy: 2.3005, recall: 0.6123, relative_absolute_error: 0.7073, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.8284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.607, kappa: 0.4799, kb_relative_information_score: 2573.2017, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6034, predictive_accuracy: 0.6237, prior_entropy: 2.3005, recall: 0.6237, relative_absolute_error: 0.6798, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.8187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.5852, kappa: 0.4516, kb_relative_information_score: 2314.9796, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5838, predictive_accuracy: 0.6077, prior_entropy: 2.3005, recall: 0.6077, relative_absolute_error: 0.7186, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.8324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.5943, kappa: 0.4633, kb_relative_information_score: 2538.5186, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5891, predictive_accuracy: 0.611, prior_entropy: 2.3005, recall: 0.611, relative_absolute_error: 0.6808, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.8293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7399, f_measure: 0.4305, kappa: 0.2396, kb_relative_information_score: 1232.785, mean_absolute_error: 0.2178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4329, predictive_accuracy: 0.4833, prior_entropy: 2.3005, recall: 0.4833, relative_absolute_error: 0.8686, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.5487, kappa: 0.4021, kb_relative_information_score: 2059.7792, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5569, predictive_accuracy: 0.5807, prior_entropy: 2.3005, recall: 0.5807, relative_absolute_error: 0.7622, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3015, root_relative_squared_error: 0.8514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.5876, kappa: 0.4542, kb_relative_information_score: 2495.8458, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5817, predictive_accuracy: 0.6038, prior_entropy: 2.3005, recall: 0.6038, relative_absolute_error: 0.6885, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2945, root_relative_squared_error: 0.8318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.5537, kappa: 0.4103, kb_relative_information_score: 2033.461, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5614, predictive_accuracy: 0.5856, prior_entropy: 2.3005, recall: 0.5856, relative_absolute_error: 0.7639, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.8533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8666, f_measure: 0.6055, kappa: 0.4773, kb_relative_information_score: 2733.3655, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6002, predictive_accuracy: 0.6169, prior_entropy: 2.3005, recall: 0.6169, relative_absolute_error: 0.6388, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.292, root_relative_squared_error: 0.8247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.6028, kappa: 0.475, kb_relative_information_score: 2535.7837, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5983, predictive_accuracy: 0.6206, prior_entropy: 2.3005, recall: 0.6206, relative_absolute_error: 0.6796, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.8192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kappa: -0.0007, kb_relative_information_score: 28.2479, mean_absolute_error: 0.2623, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.3495, prior_entropy: 2.3005, recall: 0.3495, relative_absolute_error: 1.0459, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4025, root_relative_squared_error: 1.1368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8529, f_measure: 0.5724, kappa: 0.4339, kb_relative_information_score: 2326.49, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5675, predictive_accuracy: 0.5925, prior_entropy: 2.3005, recall: 0.5925, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.8442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.5295, kappa: 0.3806, kb_relative_information_score: 1948.4608, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5273, predictive_accuracy: 0.5585, prior_entropy: 2.3005, recall: 0.5585, relative_absolute_error: 0.7749, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.309, root_relative_squared_error: 0.8726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8551, f_measure: 0.5553, kappa: 0.4108, kb_relative_information_score: 2055.8799, mean_absolute_error: 0.1913, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5641, predictive_accuracy: 0.5866, prior_entropy: 2.3005, recall: 0.5866, relative_absolute_error: 0.7627, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3015, root_relative_squared_error: 0.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8521, f_measure: 0.5479, kappa: 0.4027, kb_relative_information_score: 2030.7789, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5557, predictive_accuracy: 0.5804, prior_entropy: 2.3005, recall: 0.5804, relative_absolute_error: 0.7639, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.8531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.6059, kappa: 0.4789, kb_relative_information_score: 2602.7988, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6005, predictive_accuracy: 0.6206, prior_entropy: 2.3005, recall: 0.6206, relative_absolute_error: 0.6638, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.8228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8459, f_measure: 0.5653, kappa: 0.4241, kb_relative_information_score: 2299.5146, mean_absolute_error: 0.1809, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5598, predictive_accuracy: 0.5847, prior_entropy: 2.3005, recall: 0.5847, relative_absolute_error: 0.7215, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.8517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8181, f_measure: 0.4633, kappa: 0.2846, kb_relative_information_score: 1501.6985, mean_absolute_error: 0.2123, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5204, predictive_accuracy: 0.5248, prior_entropy: 2.3005, recall: 0.5248, relative_absolute_error: 0.8466, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3176, root_relative_squared_error: 0.8969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.675, f_measure: 0.4014, kappa: 0.2036, kb_relative_information_score: 1411.6301, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4006, predictive_accuracy: 0.4036, prior_entropy: 2.3005, recall: 0.4036, relative_absolute_error: 0.8447, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3838, root_relative_squared_error: 1.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 119.3526, mean_absolute_error: 0.2562, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0215, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3558, root_relative_squared_error: 1.0048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, f_measure: 0.62, kappa: 0.4976, kb_relative_information_score: 2655.7972, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6153, predictive_accuracy: 0.6345, prior_entropy: 2.3005, recall: 0.6345, relative_absolute_error: 0.6629, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2886, root_relative_squared_error: 0.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6829, f_measure: 0.4115, kappa: 0.2125, kb_relative_information_score: 1218.4397, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3994, predictive_accuracy: 0.4434, prior_entropy: 2.3005, recall: 0.4434, relative_absolute_error: 0.8818, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.9775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, kb_relative_information_score: 32.7074, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0019, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 142.6962, mean_absolute_error: 0.2482, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9899, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3544, root_relative_squared_error: 1.0009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 7.2422, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0019, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 53.772, mean_absolute_error: 0.2494, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9946, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kb_relative_information_score: 34.0826, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.006, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3542, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kb_relative_information_score: 106.2645, mean_absolute_error: 0.2488, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9922, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3543, root_relative_squared_error: 1.0007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, kb_relative_information_score: 13.3772, mean_absolute_error: 0.2507, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kb_relative_information_score: 79.2454, mean_absolute_error: 0.2604, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0385, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3565, root_relative_squared_error: 1.0069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 100.4404, mean_absolute_error: 0.2484, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9904, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3544, root_relative_squared_error: 1.0008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.604, kb_relative_information_score: 207.9175, mean_absolute_error: 0.2471, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9854, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kb_relative_information_score: 23.5987, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0017, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, kb_relative_information_score: 85.5671, mean_absolute_error: 0.2488, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3543, root_relative_squared_error: 1.0006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7021, f_measure: 0.4327, kappa: 0.2377, kb_relative_information_score: 1442.4694, mean_absolute_error: 0.2154, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4369, predictive_accuracy: 0.4461, prior_entropy: 2.3005, recall: 0.4461, relative_absolute_error: 0.8591, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3604, root_relative_squared_error: 1.0179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, kb_relative_information_score: 12.8592, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 42.795, mean_absolute_error: 0.2522, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0056, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3542, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 63.0998, mean_absolute_error: 0.2535, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.011, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3545, root_relative_squared_error: 1.0011,

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

OpenML bootcamp

From your own software

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

OpenML APIs