Task
Supervised Classification on waveform-5000

Supervised Classification on waveform-5000

Task 58 Supervised Classification waveform-5000 14815 runs submitted
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  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 under100k under1m
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14815 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8073, f_measure: 0.7432, kappa: 0.6148, kb_relative_information_score: 0.6485, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7432, number_of_instances: 5000, precision: 0.7432, predictive_accuracy: 0.7432, prior_entropy: 1.5849, relative_absolute_error: 0.3852, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4138, root_relative_squared_error: 0.8777, unweighted_recall: 0.7434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8111, f_measure: 0.7483, kappa: 0.6223, kb_relative_information_score: 0.6553, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7482, number_of_instances: 5000, precision: 0.7484, predictive_accuracy: 0.7482, prior_entropy: 1.5849, relative_absolute_error: 0.3777, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4097, root_relative_squared_error: 0.8692, unweighted_recall: 0.7483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8112, f_measure: 0.7483, kappa: 0.6226, kb_relative_information_score: 0.6556, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.4444, weighted_recall: 0.7484, number_of_instances: 5000, precision: 0.7483, predictive_accuracy: 0.7484, prior_entropy: 1.5849, relative_absolute_error: 0.3774, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4096, root_relative_squared_error: 0.8688, unweighted_recall: 0.7486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.8376, kappa: 0.7567, kb_relative_information_score: 0.7418, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8378, number_of_instances: 5000, precision: 0.8377, predictive_accuracy: 0.8378, prior_entropy: 1.5849, relative_absolute_error: 0.3017, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2791, root_relative_squared_error: 0.592, unweighted_recall: 0.8381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.8579, kappa: 0.787, kb_relative_information_score: 0.7482, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.4444, weighted_recall: 0.858, number_of_instances: 5000, precision: 0.8581, predictive_accuracy: 0.858, prior_entropy: 1.5849, relative_absolute_error: 0.3026, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2595, root_relative_squared_error: 0.5505, unweighted_recall: 0.8582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.8581, kappa: 0.7876, kb_relative_information_score: 0.7455, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8584, number_of_instances: 5000, precision: 0.8586, predictive_accuracy: 0.8584, prior_entropy: 1.5849, relative_absolute_error: 0.3073, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.5479, unweighted_recall: 0.8587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.8522, kappa: 0.7786, kb_relative_information_score: 0.7482, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8524, number_of_instances: 5000, precision: 0.8524, predictive_accuracy: 0.8524, prior_entropy: 1.5849, relative_absolute_error: 0.3005, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.559, unweighted_recall: 0.8527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.8526, kappa: 0.7792, kb_relative_information_score: 0.752, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8528, number_of_instances: 5000, precision: 0.8528, predictive_accuracy: 0.8528, prior_entropy: 1.5849, relative_absolute_error: 0.2962, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.5553, unweighted_recall: 0.8531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8504, kappa: 0.7759, kb_relative_information_score: 0.7474, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8506, number_of_instances: 5000, precision: 0.8507, predictive_accuracy: 0.8506, prior_entropy: 1.5849, relative_absolute_error: 0.3019, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2631, root_relative_squared_error: 0.5581, unweighted_recall: 0.8509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.838, kappa: 0.7573, kb_relative_information_score: 0.7301, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8382, number_of_instances: 5000, precision: 0.8381, predictive_accuracy: 0.8382, prior_entropy: 1.5849, relative_absolute_error: 0.3206, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.5801, unweighted_recall: 0.8385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.8433, kappa: 0.7651, kb_relative_information_score: 0.747, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8434, number_of_instances: 5000, precision: 0.8434, predictive_accuracy: 0.8434, prior_entropy: 1.5849, relative_absolute_error: 0.2981, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2709, root_relative_squared_error: 0.5747, unweighted_recall: 0.8436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.8407, kappa: 0.7612, kb_relative_information_score: 0.7414, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8408, number_of_instances: 5000, precision: 0.8407, predictive_accuracy: 0.8408, prior_entropy: 1.5849, relative_absolute_error: 0.3039, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.5883, unweighted_recall: 0.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.8477, kappa: 0.772, kb_relative_information_score: 0.6917, mean_absolute_error: 0.1689, mean_prior_absolute_error: 0.4444, weighted_recall: 0.848, number_of_instances: 5000, precision: 0.8484, predictive_accuracy: 0.848, prior_entropy: 1.5849, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.5675, unweighted_recall: 0.8484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.8455, kappa: 0.7684, kb_relative_information_score: 0.7473, mean_absolute_error: 0.1321, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8456, number_of_instances: 5000, precision: 0.8455, predictive_accuracy: 0.8456, prior_entropy: 1.5849, relative_absolute_error: 0.2972, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.5829, unweighted_recall: 0.8458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8489, kappa: 0.7735, kb_relative_information_score: 0.7535, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.4444, weighted_recall: 0.849, number_of_instances: 5000, precision: 0.8489, predictive_accuracy: 0.849, prior_entropy: 1.5849, relative_absolute_error: 0.2917, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.5628, unweighted_recall: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8459, kappa: 0.769, kb_relative_information_score: 0.7514, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.4444, weighted_recall: 0.846, number_of_instances: 5000, precision: 0.8459, predictive_accuracy: 0.846, prior_entropy: 1.5849, relative_absolute_error: 0.2922, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.5752, unweighted_recall: 0.8462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.8548, kappa: 0.7825, kb_relative_information_score: 0.7426, mean_absolute_error: 0.1379, mean_prior_absolute_error: 0.4444, weighted_recall: 0.855, number_of_instances: 5000, precision: 0.8551, predictive_accuracy: 0.855, prior_entropy: 1.5849, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2601, root_relative_squared_error: 0.5518, unweighted_recall: 0.8553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.8411, kappa: 0.7618, kb_relative_information_score: 0.7518, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8412, number_of_instances: 5000, precision: 0.8412, predictive_accuracy: 0.8412, prior_entropy: 1.5849, relative_absolute_error: 0.2887, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.279, root_relative_squared_error: 0.5918, unweighted_recall: 0.8414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.856, kappa: 0.7843, kb_relative_information_score: 0.748, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8563, predictive_accuracy: 0.8562, prior_entropy: 1.5849, relative_absolute_error: 0.3027, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.5502, unweighted_recall: 0.8565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.8543, kappa: 0.7816, kb_relative_information_score: 0.7485, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8544, number_of_instances: 5000, precision: 0.8544, predictive_accuracy: 0.8544, prior_entropy: 1.5849, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2626, root_relative_squared_error: 0.557, unweighted_recall: 0.8546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.842, kappa: 0.7633, kb_relative_information_score: 0.7437, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8422, number_of_instances: 5000, precision: 0.8422, predictive_accuracy: 0.8422, prior_entropy: 1.5849, relative_absolute_error: 0.3038, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.5698, unweighted_recall: 0.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.8506, kappa: 0.7762, kb_relative_information_score: 0.7475, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8508, number_of_instances: 5000, precision: 0.851, predictive_accuracy: 0.8508, prior_entropy: 1.5849, relative_absolute_error: 0.3012, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.5594, unweighted_recall: 0.8511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.8416, kappa: 0.7627, kb_relative_information_score: 0.7318, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8418, number_of_instances: 5000, precision: 0.8418, predictive_accuracy: 0.8418, prior_entropy: 1.5849, relative_absolute_error: 0.3207, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2693, root_relative_squared_error: 0.5713, unweighted_recall: 0.8421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.8433, kappa: 0.7651, kb_relative_information_score: 0.7448, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8434, number_of_instances: 5000, precision: 0.8434, predictive_accuracy: 0.8434, prior_entropy: 1.5849, relative_absolute_error: 0.3021, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.575, unweighted_recall: 0.8436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.8397, kappa: 0.7597, kb_relative_information_score: 0.7432, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8398, number_of_instances: 5000, precision: 0.8397, predictive_accuracy: 0.8398, prior_entropy: 1.5849, relative_absolute_error: 0.2995, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.28, root_relative_squared_error: 0.594, unweighted_recall: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.8408, kappa: 0.7612, kb_relative_information_score: 0.7439, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8408, number_of_instances: 5000, precision: 0.8407, predictive_accuracy: 0.8408, prior_entropy: 1.5849, relative_absolute_error: 0.3016, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.5786, unweighted_recall: 0.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.8371, kappa: 0.7558, kb_relative_information_score: 0.7443, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8372, number_of_instances: 5000, precision: 0.8371, predictive_accuracy: 0.8372, prior_entropy: 1.5849, relative_absolute_error: 0.2974, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.5999, unweighted_recall: 0.8374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.8522, kappa: 0.7786, kb_relative_information_score: 0.7451, mean_absolute_error: 0.1356, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8524, number_of_instances: 5000, precision: 0.8524, predictive_accuracy: 0.8524, prior_entropy: 1.5849, relative_absolute_error: 0.305, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.5569, unweighted_recall: 0.8527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.837, kappa: 0.7558, kb_relative_information_score: 0.7413, mean_absolute_error: 0.1353, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8372, number_of_instances: 5000, precision: 0.8372, predictive_accuracy: 0.8372, prior_entropy: 1.5849, relative_absolute_error: 0.3045, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.5819, unweighted_recall: 0.8375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.8472, kappa: 0.7711, kb_relative_information_score: 0.747, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8474, number_of_instances: 5000, precision: 0.8474, predictive_accuracy: 0.8474, prior_entropy: 1.5849, relative_absolute_error: 0.3003, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.5677, unweighted_recall: 0.8477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8505, kappa: 0.7762, kb_relative_information_score: 0.7221, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8508, number_of_instances: 5000, precision: 0.8511, predictive_accuracy: 0.8508, prior_entropy: 1.5849, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.5593, unweighted_recall: 0.8511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.8371, kappa: 0.7558, kb_relative_information_score: 0.7471, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8372, number_of_instances: 5000, precision: 0.8371, predictive_accuracy: 0.8372, prior_entropy: 1.5849, relative_absolute_error: 0.2956, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.5864, unweighted_recall: 0.8374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8527, kappa: 0.7795, kb_relative_information_score: 0.7421, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.4444, weighted_recall: 0.853, number_of_instances: 5000, precision: 0.8533, predictive_accuracy: 0.853, prior_entropy: 1.5849, relative_absolute_error: 0.3095, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2631, root_relative_squared_error: 0.5581, unweighted_recall: 0.8533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.8539, kappa: 0.7813, kb_relative_information_score: 0.7466, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8542, number_of_instances: 5000, precision: 0.8543, predictive_accuracy: 0.8542, prior_entropy: 1.5849, relative_absolute_error: 0.3042, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.5511, unweighted_recall: 0.8545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.849, kappa: 0.7738, kb_relative_information_score: 0.7529, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8492, number_of_instances: 5000, precision: 0.8492, predictive_accuracy: 0.8492, prior_entropy: 1.5849, relative_absolute_error: 0.2933, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.5595, unweighted_recall: 0.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.8512, kappa: 0.7771, kb_relative_information_score: 0.7518, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8514, number_of_instances: 5000, precision: 0.8515, predictive_accuracy: 0.8514, prior_entropy: 1.5849, relative_absolute_error: 0.296, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2616, root_relative_squared_error: 0.555, unweighted_recall: 0.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.8534, kappa: 0.7804, kb_relative_information_score: 0.7453, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8536, number_of_instances: 5000, precision: 0.8537, predictive_accuracy: 0.8536, prior_entropy: 1.5849, relative_absolute_error: 0.3055, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.5532, unweighted_recall: 0.8539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.8383, kappa: 0.7576, kb_relative_information_score: 0.7368, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8384, number_of_instances: 5000, precision: 0.8383, predictive_accuracy: 0.8384, prior_entropy: 1.5849, relative_absolute_error: 0.3088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2788, root_relative_squared_error: 0.5914, unweighted_recall: 0.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.8292, kappa: 0.7444, kb_relative_information_score: 0.5015, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8296, number_of_instances: 5000, precision: 0.8297, predictive_accuracy: 0.8296, prior_entropy: 1.5849, relative_absolute_error: 0.6078, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.6776, unweighted_recall: 0.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.8371, kappa: 0.7558, kb_relative_information_score: 0.7402, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8372, number_of_instances: 5000, precision: 0.8371, predictive_accuracy: 0.8372, prior_entropy: 1.5849, relative_absolute_error: 0.3055, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.5865, unweighted_recall: 0.8374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8495, kappa: 0.7744, kb_relative_information_score: 0.7512, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8496, number_of_instances: 5000, precision: 0.8496, predictive_accuracy: 0.8496, prior_entropy: 1.5849, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.263, root_relative_squared_error: 0.558, unweighted_recall: 0.8498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.838, kappa: 0.7573, kb_relative_information_score: 0.7467, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8382, number_of_instances: 5000, precision: 0.8381, predictive_accuracy: 0.8382, prior_entropy: 1.5849, relative_absolute_error: 0.2946, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2784, root_relative_squared_error: 0.5905, unweighted_recall: 0.8385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8491, kappa: 0.7738, kb_relative_information_score: 0.7506, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8492, number_of_instances: 5000, precision: 0.8492, predictive_accuracy: 0.8492, prior_entropy: 1.5849, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5616, unweighted_recall: 0.8494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.8502, kappa: 0.7756, kb_relative_information_score: 0.746, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8504, number_of_instances: 5000, precision: 0.8504, predictive_accuracy: 0.8504, prior_entropy: 1.5849, relative_absolute_error: 0.3013, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.569, unweighted_recall: 0.8506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.8473, kappa: 0.7711, kb_relative_information_score: 0.7511, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8474, number_of_instances: 5000, precision: 0.8473, predictive_accuracy: 0.8474, prior_entropy: 1.5849, relative_absolute_error: 0.2938, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2671, root_relative_squared_error: 0.5666, unweighted_recall: 0.8476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.8453, kappa: 0.7681, kb_relative_information_score: 0.7508, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8454, number_of_instances: 5000, precision: 0.8454, predictive_accuracy: 0.8454, prior_entropy: 1.5849, relative_absolute_error: 0.2925, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2721, root_relative_squared_error: 0.5772, unweighted_recall: 0.8456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.8458, kappa: 0.769, kb_relative_information_score: 0.7401, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.4444, weighted_recall: 0.846, number_of_instances: 5000, precision: 0.8459, predictive_accuracy: 0.846, prior_entropy: 1.5849, relative_absolute_error: 0.3084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2706, root_relative_squared_error: 0.5741, unweighted_recall: 0.8462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.8502, kappa: 0.7756, kb_relative_information_score: 0.7237, mean_absolute_error: 0.1495, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8504, number_of_instances: 5000, precision: 0.8505, predictive_accuracy: 0.8504, prior_entropy: 1.5849, relative_absolute_error: 0.3365, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.5563, unweighted_recall: 0.8507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.8462, kappa: 0.7696, kb_relative_information_score: 0.7492, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8464, number_of_instances: 5000, precision: 0.8464, predictive_accuracy: 0.8464, prior_entropy: 1.5849, relative_absolute_error: 0.2974, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.5637, unweighted_recall: 0.8467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.8487, kappa: 0.7732, kb_relative_information_score: 0.7522, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8488, number_of_instances: 5000, precision: 0.8488, predictive_accuracy: 0.8488, prior_entropy: 1.5849, relative_absolute_error: 0.2922, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.5744, unweighted_recall: 0.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8387, kappa: 0.7582, kb_relative_information_score: 0.7503, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8388, number_of_instances: 5000, precision: 0.8387, predictive_accuracy: 0.8388, prior_entropy: 1.5849, relative_absolute_error: 0.2896, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.5946, unweighted_recall: 0.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.8393, kappa: 0.7591, kb_relative_information_score: 0.7457, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8394, number_of_instances: 5000, precision: 0.8394, predictive_accuracy: 0.8394, prior_entropy: 1.5849, relative_absolute_error: 0.2976, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.586, unweighted_recall: 0.8396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.8459, kappa: 0.769, kb_relative_information_score: 0.7424, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.4444, weighted_recall: 0.846, number_of_instances: 5000, precision: 0.8459, predictive_accuracy: 0.846, prior_entropy: 1.5849, relative_absolute_error: 0.3086, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2632, root_relative_squared_error: 0.5584, unweighted_recall: 0.8462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.8383, kappa: 0.7576, kb_relative_information_score: 0.7473, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8384, number_of_instances: 5000, precision: 0.8383, predictive_accuracy: 0.8384, prior_entropy: 1.5849, relative_absolute_error: 0.2945, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.278, root_relative_squared_error: 0.5898, unweighted_recall: 0.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.846, kappa: 0.7693, kb_relative_information_score: 0.7389, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8462, number_of_instances: 5000, precision: 0.8462, predictive_accuracy: 0.8462, prior_entropy: 1.5849, relative_absolute_error: 0.3115, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.5658, unweighted_recall: 0.8464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8533, kappa: 0.7801, kb_relative_information_score: 0.7508, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8534, number_of_instances: 5000, precision: 0.8534, predictive_accuracy: 0.8534, prior_entropy: 1.5849, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.5621, unweighted_recall: 0.8536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.8412, kappa: 0.7621, kb_relative_information_score: 0.753, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8414, number_of_instances: 5000, precision: 0.8413, predictive_accuracy: 0.8414, prior_entropy: 1.5849, relative_absolute_error: 0.2883, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.273, root_relative_squared_error: 0.5791, unweighted_recall: 0.8417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.8504, kappa: 0.7759, kb_relative_information_score: 0.7488, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8506, number_of_instances: 5000, precision: 0.8506, predictive_accuracy: 0.8506, prior_entropy: 1.5849, relative_absolute_error: 0.2994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2632, root_relative_squared_error: 0.5583, unweighted_recall: 0.8509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.8537, kappa: 0.781, kb_relative_information_score: 0.731, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.4444, weighted_recall: 0.854, number_of_instances: 5000, precision: 0.8543, predictive_accuracy: 0.854, prior_entropy: 1.5849, relative_absolute_error: 0.327, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.5531, unweighted_recall: 0.8543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.8497, kappa: 0.7747, kb_relative_information_score: 0.7487, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8498, number_of_instances: 5000, precision: 0.8498, predictive_accuracy: 0.8498, prior_entropy: 1.5849, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.5678, unweighted_recall: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.8493, kappa: 0.7741, kb_relative_information_score: 0.7427, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8494, number_of_instances: 5000, precision: 0.8495, predictive_accuracy: 0.8494, prior_entropy: 1.5849, relative_absolute_error: 0.3084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2624, root_relative_squared_error: 0.5566, unweighted_recall: 0.8496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8395, kappa: 0.7594, kb_relative_information_score: 0.7529, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8396, number_of_instances: 5000, precision: 0.8395, predictive_accuracy: 0.8396, prior_entropy: 1.5849, relative_absolute_error: 0.2863, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2804, root_relative_squared_error: 0.5948, unweighted_recall: 0.8398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.8537, kappa: 0.781, kb_relative_information_score: 0.7326, mean_absolute_error: 0.1442, mean_prior_absolute_error: 0.4444, weighted_recall: 0.854, number_of_instances: 5000, precision: 0.8542, predictive_accuracy: 0.854, prior_entropy: 1.5849, relative_absolute_error: 0.3244, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.5527, unweighted_recall: 0.8543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.8514, kappa: 0.7774, kb_relative_information_score: 0.7466, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8516, number_of_instances: 5000, precision: 0.8516, predictive_accuracy: 0.8516, prior_entropy: 1.5849, relative_absolute_error: 0.3016, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.5623, unweighted_recall: 0.8519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.8476, kappa: 0.7717, kb_relative_information_score: 0.755, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8478, number_of_instances: 5000, precision: 0.8479, predictive_accuracy: 0.8478, prior_entropy: 1.5849, relative_absolute_error: 0.2873, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2716, root_relative_squared_error: 0.5762, unweighted_recall: 0.8481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8422, kappa: 0.7636, kb_relative_information_score: 0.7485, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8424, number_of_instances: 5000, precision: 0.8423, predictive_accuracy: 0.8424, prior_entropy: 1.5849, relative_absolute_error: 0.2969, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2698, root_relative_squared_error: 0.5723, unweighted_recall: 0.8427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.8522, kappa: 0.7786, kb_relative_information_score: 0.7491, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8524, number_of_instances: 5000, precision: 0.8524, predictive_accuracy: 0.8524, prior_entropy: 1.5849, relative_absolute_error: 0.2979, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2659, root_relative_squared_error: 0.5641, unweighted_recall: 0.8526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.8481, kappa: 0.7723, kb_relative_information_score: 0.7388, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8482, number_of_instances: 5000, precision: 0.8482, predictive_accuracy: 0.8482, prior_entropy: 1.5849, relative_absolute_error: 0.3117, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.267, root_relative_squared_error: 0.5664, unweighted_recall: 0.8484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.8536, kappa: 0.7807, kb_relative_information_score: 0.7472, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8538, number_of_instances: 5000, precision: 0.8538, predictive_accuracy: 0.8538, prior_entropy: 1.5849, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.262, root_relative_squared_error: 0.5558, unweighted_recall: 0.8541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.8535, kappa: 0.7807, kb_relative_information_score: 0.7385, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8538, number_of_instances: 5000, precision: 0.854, predictive_accuracy: 0.8538, prior_entropy: 1.5849, relative_absolute_error: 0.3167, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.5491, unweighted_recall: 0.8541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.8343, kappa: 0.7516, kb_relative_information_score: 0.746, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8344, number_of_instances: 5000, precision: 0.8343, predictive_accuracy: 0.8344, prior_entropy: 1.5849, relative_absolute_error: 0.2939, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.6001, unweighted_recall: 0.8346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.8487, kappa: 0.7732, kb_relative_information_score: 0.7494, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8488, number_of_instances: 5000, precision: 0.8488, predictive_accuracy: 0.8488, prior_entropy: 1.5849, relative_absolute_error: 0.2974, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.265, root_relative_squared_error: 0.5621, unweighted_recall: 0.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8425, kappa: 0.7639, kb_relative_information_score: 0.739, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8426, number_of_instances: 5000, precision: 0.8426, predictive_accuracy: 0.8426, prior_entropy: 1.5849, relative_absolute_error: 0.3088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2745, root_relative_squared_error: 0.5822, unweighted_recall: 0.8428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.8464, kappa: 0.7703, kb_relative_information_score: 0.6745, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8468, number_of_instances: 5000, precision: 0.8473, predictive_accuracy: 0.8468, prior_entropy: 1.5849, relative_absolute_error: 0.4028, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.5745, unweighted_recall: 0.8472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.8519, kappa: 0.7783, kb_relative_information_score: 0.7387, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8522, number_of_instances: 5000, precision: 0.8525, predictive_accuracy: 0.8522, prior_entropy: 1.5849, relative_absolute_error: 0.315, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.261, root_relative_squared_error: 0.5537, unweighted_recall: 0.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.8411, kappa: 0.7618, kb_relative_information_score: 0.7262, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8412, number_of_instances: 5000, precision: 0.8412, predictive_accuracy: 0.8412, prior_entropy: 1.5849, relative_absolute_error: 0.3242, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.5927, unweighted_recall: 0.8414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8377, kappa: 0.7567, kb_relative_information_score: 0.746, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8378, number_of_instances: 5000, precision: 0.8378, predictive_accuracy: 0.8378, prior_entropy: 1.5849, relative_absolute_error: 0.2942, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.5998, unweighted_recall: 0.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.8354, kappa: 0.7534, kb_relative_information_score: 0.7495, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8356, number_of_instances: 5000, precision: 0.8357, predictive_accuracy: 0.8356, prior_entropy: 1.5849, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.5981, unweighted_recall: 0.8359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8544, kappa: 0.7819, kb_relative_information_score: 0.7473, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8546, number_of_instances: 5000, precision: 0.8546, predictive_accuracy: 0.8546, prior_entropy: 1.5849, relative_absolute_error: 0.3022, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.5561, unweighted_recall: 0.8549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.8381, kappa: 0.758, kb_relative_information_score: 0.6125, mean_absolute_error: 0.2136, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8386, number_of_instances: 5000, precision: 0.8392, predictive_accuracy: 0.8386, prior_entropy: 1.5849, relative_absolute_error: 0.4806, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2866, root_relative_squared_error: 0.608, unweighted_recall: 0.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.8533, kappa: 0.7801, kb_relative_information_score: 0.7567, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8534, number_of_instances: 5000, precision: 0.8534, predictive_accuracy: 0.8534, prior_entropy: 1.5849, relative_absolute_error: 0.2876, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2644, root_relative_squared_error: 0.5609, unweighted_recall: 0.8536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.8548, kappa: 0.7825, kb_relative_information_score: 0.7436, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.4444, weighted_recall: 0.855, number_of_instances: 5000, precision: 0.8552, predictive_accuracy: 0.855, prior_entropy: 1.5849, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.5512, unweighted_recall: 0.8553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.8428, kappa: 0.7645, kb_relative_information_score: 0.7483, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.4444, weighted_recall: 0.843, number_of_instances: 5000, precision: 0.8429, predictive_accuracy: 0.843, prior_entropy: 1.5849, relative_absolute_error: 0.2939, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.277, root_relative_squared_error: 0.5877, unweighted_recall: 0.8433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.8472, kappa: 0.7711, kb_relative_information_score: 0.7432, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8474, number_of_instances: 5000, precision: 0.8474, predictive_accuracy: 0.8474, prior_entropy: 1.5849, relative_absolute_error: 0.3073, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.5576, unweighted_recall: 0.8477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.8531, kappa: 0.7798, kb_relative_information_score: 0.7467, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8532, number_of_instances: 5000, precision: 0.8531, predictive_accuracy: 0.8532, prior_entropy: 1.5849, relative_absolute_error: 0.3015, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.267, root_relative_squared_error: 0.5664, unweighted_recall: 0.8534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.8397, kappa: 0.7597, kb_relative_information_score: 0.7452, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8398, number_of_instances: 5000, precision: 0.8397, predictive_accuracy: 0.8398, prior_entropy: 1.5849, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.5777, unweighted_recall: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.8452, kappa: 0.7681, kb_relative_information_score: 0.7474, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8454, number_of_instances: 5000, precision: 0.8456, predictive_accuracy: 0.8454, prior_entropy: 1.5849, relative_absolute_error: 0.2969, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.5838, unweighted_recall: 0.8457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8369, kappa: 0.7555, kb_relative_information_score: 0.7489, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.4444, weighted_recall: 0.837, number_of_instances: 5000, precision: 0.8369, predictive_accuracy: 0.837, prior_entropy: 1.5849, relative_absolute_error: 0.2898, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.603, unweighted_recall: 0.8372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.8382, kappa: 0.7576, kb_relative_information_score: 0.7448, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8384, number_of_instances: 5000, precision: 0.8383, predictive_accuracy: 0.8384, prior_entropy: 1.5849, relative_absolute_error: 0.2978, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.5931, unweighted_recall: 0.8387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.8389, kappa: 0.7585, kb_relative_information_score: 0.7409, mean_absolute_error: 0.1356, mean_prior_absolute_error: 0.4444, weighted_recall: 0.839, number_of_instances: 5000, precision: 0.839, predictive_accuracy: 0.839, prior_entropy: 1.5849, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.274, root_relative_squared_error: 0.5813, unweighted_recall: 0.8392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.8491, kappa: 0.7738, kb_relative_information_score: 0.7521, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8492, number_of_instances: 5000, precision: 0.8491, predictive_accuracy: 0.8492, prior_entropy: 1.5849, relative_absolute_error: 0.2924, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.5719, unweighted_recall: 0.8494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8514, kappa: 0.7774, kb_relative_information_score: 0.7584, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8516, number_of_instances: 5000, precision: 0.8515, predictive_accuracy: 0.8516, prior_entropy: 1.5849, relative_absolute_error: 0.2852, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.5612, unweighted_recall: 0.8519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.8538, kappa: 0.781, kb_relative_information_score: 0.7431, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.4444, weighted_recall: 0.854, number_of_instances: 5000, precision: 0.8543, predictive_accuracy: 0.854, prior_entropy: 1.5849, relative_absolute_error: 0.3094, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.553, unweighted_recall: 0.8543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.847, kappa: 0.7708, kb_relative_information_score: 0.7421, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8472, number_of_instances: 5000, precision: 0.8472, predictive_accuracy: 0.8472, prior_entropy: 1.5849, relative_absolute_error: 0.3079, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.5598, unweighted_recall: 0.8475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.853, kappa: 0.7798, kb_relative_information_score: 0.7428, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8532, number_of_instances: 5000, precision: 0.8532, predictive_accuracy: 0.8532, prior_entropy: 1.5849, relative_absolute_error: 0.3092, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.5532, unweighted_recall: 0.8535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.8447, kappa: 0.7672, kb_relative_information_score: 0.7512, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8448, number_of_instances: 5000, precision: 0.8447, predictive_accuracy: 0.8448, prior_entropy: 1.5849, relative_absolute_error: 0.2905, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.5832, unweighted_recall: 0.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.8457, kappa: 0.7687, kb_relative_information_score: 0.7485, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8458, number_of_instances: 5000, precision: 0.8457, predictive_accuracy: 0.8458, prior_entropy: 1.5849, relative_absolute_error: 0.2952, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.273, root_relative_squared_error: 0.5792, unweighted_recall: 0.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.8494, kappa: 0.7744, kb_relative_information_score: 0.7544, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8496, number_of_instances: 5000, precision: 0.8498, predictive_accuracy: 0.8496, prior_entropy: 1.5849, relative_absolute_error: 0.2912, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2634, root_relative_squared_error: 0.5588, unweighted_recall: 0.8499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8443, kappa: 0.7666, kb_relative_information_score: 0.7473, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8444, number_of_instances: 5000, precision: 0.8444, predictive_accuracy: 0.8444, prior_entropy: 1.5849, relative_absolute_error: 0.2977, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.5733, unweighted_recall: 0.8446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.8503, kappa: 0.7756, kb_relative_information_score: 0.7422, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.4444, weighted_recall: 0.8504, number_of_instances: 5000, precision: 0.8504, predictive_accuracy: 0.8504, prior_entropy: 1.5849, relative_absolute_error: 0.3088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2631, root_relative_squared_error: 0.5582, unweighted_recall: 0.8506,

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