OpenML
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 49 Supervised Classification tic-tac-toe 112295 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_29 study_30 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.777, f_measure: 0.7112, kappa: 0.3521, kb_relative_information_score: 0.2621, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.453, weighted_recall: 0.7182, number_of_instances: 958, precision: 0.7095, predictive_accuracy: 0.7182, prior_entropy: 0.931, relative_absolute_error: 0.7314, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.425, root_relative_squared_error: 0.8932, unweighted_recall: 0.6691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.8171, kappa: 0.5958, kb_relative_information_score: 0.5164, mean_absolute_error: 0.216, mean_prior_absolute_error: 0.453, weighted_recall: 0.8173, number_of_instances: 958, precision: 0.817, predictive_accuracy: 0.8173, prior_entropy: 0.931, relative_absolute_error: 0.4769, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.7307, unweighted_recall: 0.7973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.8307, kappa: 0.6239, kb_relative_information_score: 0.5614, mean_absolute_error: 0.1978, mean_prior_absolute_error: 0.453, weighted_recall: 0.8319, number_of_instances: 958, precision: 0.8302, predictive_accuracy: 0.8319, prior_entropy: 0.931, relative_absolute_error: 0.4367, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.6942, unweighted_recall: 0.8077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8881, kappa: 0.7525, kb_relative_information_score: 0.6816, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.453, weighted_recall: 0.8883, number_of_instances: 958, precision: 0.888, predictive_accuracy: 0.8883, prior_entropy: 0.931, relative_absolute_error: 0.3269, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2736, root_relative_squared_error: 0.5749, unweighted_recall: 0.8749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8887, f_measure: 0.8226, kappa: 0.6111, kb_relative_information_score: 0.5167, mean_absolute_error: 0.2177, mean_prior_absolute_error: 0.453, weighted_recall: 0.8215, number_of_instances: 958, precision: 0.8244, predictive_accuracy: 0.8215, prior_entropy: 0.931, relative_absolute_error: 0.4806, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3555, root_relative_squared_error: 0.747, unweighted_recall: 0.8097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.8747, kappa: 0.7234, kb_relative_information_score: 0.6805, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.453, weighted_recall: 0.8747, number_of_instances: 958, precision: 0.8747, predictive_accuracy: 0.8747, prior_entropy: 0.931, relative_absolute_error: 0.3143, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.6245, unweighted_recall: 0.8617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8248, f_measure: 0.7529, kappa: 0.4425, kb_relative_information_score: 0.3723, mean_absolute_error: 0.2839, mean_prior_absolute_error: 0.453, weighted_recall: 0.763, number_of_instances: 958, precision: 0.7571, predictive_accuracy: 0.763, prior_entropy: 0.931, relative_absolute_error: 0.6266, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.392, root_relative_squared_error: 0.8238, unweighted_recall: 0.7076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.8844, kappa: 0.7454, kb_relative_information_score: 0.7205, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.453, weighted_recall: 0.8841, number_of_instances: 958, precision: 0.8848, predictive_accuracy: 0.8841, prior_entropy: 0.931, relative_absolute_error: 0.2737, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.278, root_relative_squared_error: 0.5841, unweighted_recall: 0.8746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.9315, kappa: 0.8498, kb_relative_information_score: 0.8491, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.453, weighted_recall: 0.9311, number_of_instances: 958, precision: 0.9326, predictive_accuracy: 0.9311, prior_entropy: 0.931, relative_absolute_error: 0.1446, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.4858, unweighted_recall: 0.9303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.8465, kappa: 0.661, kb_relative_information_score: 0.6034, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.453, weighted_recall: 0.8466, number_of_instances: 958, precision: 0.8464, predictive_accuracy: 0.8466, prior_entropy: 0.931, relative_absolute_error: 0.3945, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.6814, unweighted_recall: 0.8302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.9109, kappa: 0.8026, kb_relative_information_score: 0.7759, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.453, weighted_recall: 0.9113, number_of_instances: 958, precision: 0.9108, predictive_accuracy: 0.9113, prior_entropy: 0.931, relative_absolute_error: 0.2206, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.5277, unweighted_recall: 0.8982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.8972, kappa: 0.7722, kb_relative_information_score: 0.7074, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.453, weighted_recall: 0.8977, number_of_instances: 958, precision: 0.8971, predictive_accuracy: 0.8977, prior_entropy: 0.931, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.271, root_relative_squared_error: 0.5694, unweighted_recall: 0.8828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8414, f_measure: 0.7766, kappa: 0.4988, kb_relative_information_score: 0.3844, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.453, weighted_recall: 0.7818, number_of_instances: 958, precision: 0.777, predictive_accuracy: 0.7818, prior_entropy: 0.931, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.8127, unweighted_recall: 0.7397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7787, kappa: 0.5061, kb_relative_information_score: 0.4171, mean_absolute_error: 0.2616, mean_prior_absolute_error: 0.453, weighted_recall: 0.7818, number_of_instances: 958, precision: 0.7779, predictive_accuracy: 0.7818, prior_entropy: 0.931, relative_absolute_error: 0.5776, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3761, root_relative_squared_error: 0.7903, unweighted_recall: 0.7468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.924, kappa: 0.8326, kb_relative_information_score: 0.8079, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.453, weighted_recall: 0.9238, number_of_instances: 958, precision: 0.9243, predictive_accuracy: 0.9238, prior_entropy: 0.931, relative_absolute_error: 0.1873, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.4655, unweighted_recall: 0.9184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8988, kappa: 0.7766, kb_relative_information_score: 0.7515, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.453, weighted_recall: 0.8987, number_of_instances: 958, precision: 0.8988, predictive_accuracy: 0.8987, prior_entropy: 0.931, relative_absolute_error: 0.2401, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2599, root_relative_squared_error: 0.5462, unweighted_recall: 0.8886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.7595, kappa: 0.4616, kb_relative_information_score: 0.3826, mean_absolute_error: 0.2765, mean_prior_absolute_error: 0.453, weighted_recall: 0.7641, number_of_instances: 958, precision: 0.7587, predictive_accuracy: 0.7641, prior_entropy: 0.931, relative_absolute_error: 0.6104, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8329, unweighted_recall: 0.7233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.8312, kappa: 0.6309, kb_relative_information_score: 0.551, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.453, weighted_recall: 0.8299, number_of_instances: 958, precision: 0.8337, predictive_accuracy: 0.8299, prior_entropy: 0.931, relative_absolute_error: 0.4476, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.7004, unweighted_recall: 0.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.9077, kappa: 0.7952, kb_relative_information_score: 0.7677, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.453, weighted_recall: 0.9081, number_of_instances: 958, precision: 0.9076, predictive_accuracy: 0.9081, prior_entropy: 0.931, relative_absolute_error: 0.227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.258, root_relative_squared_error: 0.5422, unweighted_recall: 0.8936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9172, kappa: 0.8165, kb_relative_information_score: 0.7466, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.453, weighted_recall: 0.9175, number_of_instances: 958, precision: 0.9171, predictive_accuracy: 0.9175, prior_entropy: 0.931, relative_absolute_error: 0.2578, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.5242, unweighted_recall: 0.9051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8345, f_measure: 0.7439, kappa: 0.422, kb_relative_information_score: 0.3587, mean_absolute_error: 0.2881, mean_prior_absolute_error: 0.453, weighted_recall: 0.7547, number_of_instances: 958, precision: 0.7478, predictive_accuracy: 0.7547, prior_entropy: 0.931, relative_absolute_error: 0.636, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3881, root_relative_squared_error: 0.8157, unweighted_recall: 0.6977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.8122, kappa: 0.5857, kb_relative_information_score: 0.4913, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.453, weighted_recall: 0.8121, number_of_instances: 958, precision: 0.8124, predictive_accuracy: 0.8121, prior_entropy: 0.931, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.7351, unweighted_recall: 0.7933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.8837, kappa: 0.7422, kb_relative_information_score: 0.6665, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.453, weighted_recall: 0.8841, number_of_instances: 958, precision: 0.8834, predictive_accuracy: 0.8841, prior_entropy: 0.931, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2811, root_relative_squared_error: 0.5908, unweighted_recall: 0.8682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9163, kappa: 0.8148, kb_relative_information_score: 0.8059, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.453, weighted_recall: 0.9165, number_of_instances: 958, precision: 0.9162, predictive_accuracy: 0.9165, prior_entropy: 0.931, relative_absolute_error: 0.1896, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.469, unweighted_recall: 0.9057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.8658, kappa: 0.7025, kb_relative_information_score: 0.6423, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.453, weighted_recall: 0.8664, number_of_instances: 958, precision: 0.8655, predictive_accuracy: 0.8664, prior_entropy: 0.931, relative_absolute_error: 0.3589, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.302, root_relative_squared_error: 0.6345, unweighted_recall: 0.8483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.8293, kappa: 0.6219, kb_relative_information_score: 0.5457, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.453, weighted_recall: 0.8299, number_of_instances: 958, precision: 0.8289, predictive_accuracy: 0.8299, prior_entropy: 0.931, relative_absolute_error: 0.4511, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.7068, unweighted_recall: 0.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.8867, kappa: 0.7511, kb_relative_information_score: 0.7191, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.453, weighted_recall: 0.8862, number_of_instances: 958, precision: 0.8876, predictive_accuracy: 0.8862, prior_entropy: 0.931, relative_absolute_error: 0.2753, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.584, unweighted_recall: 0.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8458, f_measure: 0.7688, kappa: 0.4847, kb_relative_information_score: 0.371, mean_absolute_error: 0.2845, mean_prior_absolute_error: 0.453, weighted_recall: 0.7714, number_of_instances: 958, precision: 0.7676, predictive_accuracy: 0.7714, prior_entropy: 0.931, relative_absolute_error: 0.6281, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.8141, unweighted_recall: 0.7374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.8118, kappa: 0.5818, kb_relative_information_score: 0.5117, mean_absolute_error: 0.2218, mean_prior_absolute_error: 0.453, weighted_recall: 0.8132, number_of_instances: 958, precision: 0.8111, predictive_accuracy: 0.8132, prior_entropy: 0.931, relative_absolute_error: 0.4895, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.714, unweighted_recall: 0.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.8554, kappa: 0.6821, kb_relative_information_score: 0.6019, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.453, weighted_recall: 0.8549, number_of_instances: 958, precision: 0.8562, predictive_accuracy: 0.8549, prior_entropy: 0.931, relative_absolute_error: 0.3961, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.67, unweighted_recall: 0.8437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.9081, kappa: 0.7972, kb_relative_information_score: 0.7567, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.453, weighted_recall: 0.9081, number_of_instances: 958, precision: 0.9081, predictive_accuracy: 0.9081, prior_entropy: 0.931, relative_absolute_error: 0.2442, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.5159, unweighted_recall: 0.8986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8626, kappa: 0.6975, kb_relative_information_score: 0.6238, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.453, weighted_recall: 0.8622, number_of_instances: 958, precision: 0.8631, predictive_accuracy: 0.8622, prior_entropy: 0.931, relative_absolute_error: 0.3749, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3176, root_relative_squared_error: 0.6674, unweighted_recall: 0.8507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.8904, kappa: 0.7582, kb_relative_information_score: 0.7264, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.453, weighted_recall: 0.8904, number_of_instances: 958, precision: 0.8905, predictive_accuracy: 0.8904, prior_entropy: 0.931, relative_absolute_error: 0.2687, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.5744, unweighted_recall: 0.8794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8358, f_measure: 0.7347, kappa: 0.4085, kb_relative_information_score: 0.3446, mean_absolute_error: 0.2947, mean_prior_absolute_error: 0.453, weighted_recall: 0.738, number_of_instances: 958, precision: 0.7331, predictive_accuracy: 0.738, prior_entropy: 0.931, relative_absolute_error: 0.6505, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3927, root_relative_squared_error: 0.8253, unweighted_recall: 0.6998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.8732, kappa: 0.7189, kb_relative_information_score: 0.6492, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.453, weighted_recall: 0.8737, number_of_instances: 958, precision: 0.8729, predictive_accuracy: 0.8737, prior_entropy: 0.931, relative_absolute_error: 0.3539, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.629, unweighted_recall: 0.8567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8197, kappa: 0.6051, kb_relative_information_score: 0.5306, mean_absolute_error: 0.2107, mean_prior_absolute_error: 0.453, weighted_recall: 0.8184, number_of_instances: 958, precision: 0.8218, predictive_accuracy: 0.8184, prior_entropy: 0.931, relative_absolute_error: 0.4651, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.7141, unweighted_recall: 0.8073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8637, kappa: 0.7, kb_relative_information_score: 0.6194, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.453, weighted_recall: 0.8633, number_of_instances: 958, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 0.931, relative_absolute_error: 0.3832, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6464, unweighted_recall: 0.8522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8897, f_measure: 0.8019, kappa: 0.561, kb_relative_information_score: 0.4705, mean_absolute_error: 0.2384, mean_prior_absolute_error: 0.453, weighted_recall: 0.8027, number_of_instances: 958, precision: 0.8013, predictive_accuracy: 0.8027, prior_entropy: 0.931, relative_absolute_error: 0.5263, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.752, unweighted_recall: 0.7783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.9019, kappa: 0.7834, kb_relative_information_score: 0.7472, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.453, weighted_recall: 0.9019, number_of_instances: 958, precision: 0.9019, predictive_accuracy: 0.9019, prior_entropy: 0.931, relative_absolute_error: 0.2484, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.5772, unweighted_recall: 0.8917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8836, kappa: 0.7444, kb_relative_information_score: 0.7134, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.453, weighted_recall: 0.8831, number_of_instances: 958, precision: 0.8846, predictive_accuracy: 0.8831, prior_entropy: 0.931, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.604, unweighted_recall: 0.8759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9237, kappa: 0.8312, kb_relative_information_score: 0.7995, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.453, weighted_recall: 0.9238, number_of_instances: 958, precision: 0.9236, predictive_accuracy: 0.9238, prior_entropy: 0.931, relative_absolute_error: 0.1952, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.488, unweighted_recall: 0.9141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9314, kappa: 0.8492, kb_relative_information_score: 0.8371, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.453, weighted_recall: 0.9311, number_of_instances: 958, precision: 0.932, predictive_accuracy: 0.9311, prior_entropy: 0.931, relative_absolute_error: 0.1578, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.4422, unweighted_recall: 0.9282,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9097, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.2607, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9097, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.2607, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9097, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.2607, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9097, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.2607, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9204, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.2576, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9204, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.2576, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9204, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.2576, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9822, kappa: 0.9604, kb_relative_information_score: 0.9389, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9826, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.2602, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9822, kappa: 0.9604, kb_relative_information_score: 0.9389, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9826, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.2602, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9822, kappa: 0.9604, kb_relative_information_score: 0.9389, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9826, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.2602, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7738, f_measure: 0.6736, kappa: 0.2773, kb_relative_information_score: 0.1006, mean_absolute_error: 0.4144, mean_prior_absolute_error: 0.453, weighted_recall: 0.7276, number_of_instances: 958, precision: 0.7677, predictive_accuracy: 0.7276, prior_entropy: 0.931, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9216, unweighted_recall: 0.6154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7738, f_measure: 0.6736, kappa: 0.2773, kb_relative_information_score: 0.1006, mean_absolute_error: 0.4144, mean_prior_absolute_error: 0.453, weighted_recall: 0.7276, number_of_instances: 958, precision: 0.7677, predictive_accuracy: 0.7276, prior_entropy: 0.931, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9216, unweighted_recall: 0.6154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7738, f_measure: 0.6736, kappa: 0.2773, kb_relative_information_score: 0.1006, mean_absolute_error: 0.4144, mean_prior_absolute_error: 0.453, weighted_recall: 0.7276, number_of_instances: 958, precision: 0.7677, predictive_accuracy: 0.7276, prior_entropy: 0.931, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9216, unweighted_recall: 0.6154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7738, f_measure: 0.6736, kappa: 0.2773, kb_relative_information_score: 0.1006, mean_absolute_error: 0.4144, mean_prior_absolute_error: 0.453, weighted_recall: 0.7276, number_of_instances: 958, precision: 0.7677, predictive_accuracy: 0.7276, prior_entropy: 0.931, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9216, unweighted_recall: 0.6154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7738, f_measure: 0.6736, kappa: 0.2773, kb_relative_information_score: 0.1006, mean_absolute_error: 0.4144, mean_prior_absolute_error: 0.453, weighted_recall: 0.7276, number_of_instances: 958, precision: 0.7677, predictive_accuracy: 0.7276, prior_entropy: 0.931, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9216, unweighted_recall: 0.6154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7738, f_measure: 0.6736, kappa: 0.2773, kb_relative_information_score: 0.1006, mean_absolute_error: 0.4144, mean_prior_absolute_error: 0.453, weighted_recall: 0.7276, number_of_instances: 958, precision: 0.7677, predictive_accuracy: 0.7276, prior_entropy: 0.931, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9216, unweighted_recall: 0.6154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7738, f_measure: 0.6736, kappa: 0.2773, kb_relative_information_score: 0.1006, mean_absolute_error: 0.4144, mean_prior_absolute_error: 0.453, weighted_recall: 0.7276, number_of_instances: 958, precision: 0.7677, predictive_accuracy: 0.7276, prior_entropy: 0.931, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9216, unweighted_recall: 0.6154,

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