OpenML
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 20292 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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20292 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, kappa: 0.0616, kb_relative_information_score: 187.1425, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1569, prior_entropy: 3.3218, recall: 0.1569, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4106, root_relative_squared_error: 1.3688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8915, kappa: 0.8682, kb_relative_information_score: 1394.9845, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9288, predictive_accuracy: 0.8814, prior_entropy: 3.3218, recall: 0.8814, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5647, kappa: 0.1295, kb_relative_information_score: 288.331, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.2178, prior_entropy: 3.3218, recall: 0.2178, relative_absolute_error: 0.8691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3955, root_relative_squared_error: 1.3184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.9228, kappa: 0.9107, kb_relative_information_score: 1458.9677, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9372, predictive_accuracy: 0.9196, prior_entropy: 3.3218, recall: 0.9196, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.4226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.92, kappa: 0.9107, kb_relative_information_score: 1458.9155, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9219, predictive_accuracy: 0.9196, prior_entropy: 3.3218, recall: 0.9196, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.4226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6368, f_measure: 0.3462, kappa: 0.2736, kb_relative_information_score: 503.9036, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3674, predictive_accuracy: 0.3465, prior_entropy: 3.3218, recall: 0.3465, relative_absolute_error: 0.7261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3615, root_relative_squared_error: 1.2051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, kappa: 0.0295, kb_relative_information_score: 139.2684, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1281, prior_entropy: 3.3218, recall: 0.1281, relative_absolute_error: 0.9688, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4176, root_relative_squared_error: 1.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5315, kappa: 0.063, kb_relative_information_score: 189.2236, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1582, prior_entropy: 3.3218, recall: 0.1582, relative_absolute_error: 0.9354, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4103, root_relative_squared_error: 1.3677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6535, f_measure: 0.3753, kappa: 0.3071, kb_relative_information_score: 554.0906, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4048, predictive_accuracy: 0.3766, prior_entropy: 3.3218, recall: 0.3766, relative_absolute_error: 0.6926, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3531, root_relative_squared_error: 1.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7195, f_measure: 0.5009, kappa: 0.4391, kb_relative_information_score: 751.9005, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.5262, predictive_accuracy: 0.4953, prior_entropy: 3.3218, recall: 0.4953, relative_absolute_error: 0.5608, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3177, root_relative_squared_error: 1.0591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.6608, kappa: 0.5793, kb_relative_information_score: 961.2416, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8888, predictive_accuracy: 0.6215, prior_entropy: 3.3218, recall: 0.6215, relative_absolute_error: 0.4206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.9172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4882, kappa: -0.0237, kb_relative_information_score: 60.1307, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0804, prior_entropy: 3.3218, recall: 0.0804, relative_absolute_error: 1.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4289, root_relative_squared_error: 1.4296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.8315, kappa: 0.8103, kb_relative_information_score: 1308.3152, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8424, predictive_accuracy: 0.8293, prior_entropy: 3.3218, recall: 0.8293, relative_absolute_error: 0.1897, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9519, kappa: 0.9463, kb_relative_information_score: 1512.4228, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9527, predictive_accuracy: 0.9517, prior_entropy: 3.3218, recall: 0.9517, relative_absolute_error: 0.0537, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0983, root_relative_squared_error: 0.3277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8369, kappa: 0.8172, kb_relative_information_score: 1318.7533, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8463, predictive_accuracy: 0.8355, prior_entropy: 3.3218, recall: 0.8355, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.6046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.9247, kappa: 0.9156, kb_relative_information_score: 1466.3144, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9279, predictive_accuracy: 0.924, prior_entropy: 3.3218, recall: 0.924, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.4108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9557, kappa: 0.9505, kb_relative_information_score: 1518.6772, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9577, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8711, kappa: 0.8403, kb_relative_information_score: 1353.0689, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9239, predictive_accuracy: 0.8562, prior_entropy: 3.3218, recall: 0.8562, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.5652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9355, kappa: 0.9282, kb_relative_information_score: 1485.101, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9365, predictive_accuracy: 0.9353, prior_entropy: 3.3218, recall: 0.9353, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.3791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.8395, kappa: 0.8214, kb_relative_information_score: 1324.931, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8448, predictive_accuracy: 0.8393, prior_entropy: 3.3218, recall: 0.8393, relative_absolute_error: 0.1786, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5182, kappa: 0.0365, kb_relative_information_score: 149.6643, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1343, prior_entropy: 3.3218, recall: 0.1343, relative_absolute_error: 0.9619, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4161, root_relative_squared_error: 1.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.527, kappa: 0.0539, kb_relative_information_score: 175.6883, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.15, prior_entropy: 3.3218, recall: 0.15, relative_absolute_error: 0.9444, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4123, root_relative_squared_error: 1.3744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9531, kappa: 0.9477, kb_relative_information_score: 1514.4921, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9537, predictive_accuracy: 0.9529, prior_entropy: 3.3218, recall: 0.9529, relative_absolute_error: 0.0523, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.097, root_relative_squared_error: 0.3235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8767, kappa: 0.8619, kb_relative_information_score: 1385.7221, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8801, predictive_accuracy: 0.8757, prior_entropy: 3.3218, recall: 0.8757, relative_absolute_error: 0.1381, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.5256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.9204, kappa: 0.9107, kb_relative_information_score: 1458.9519, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9233, predictive_accuracy: 0.9196, prior_entropy: 3.3218, recall: 0.9196, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.4226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.8125, kappa: 0.79, kb_relative_information_score: 1278.0072, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8171, predictive_accuracy: 0.811, prior_entropy: 3.3218, recall: 0.811, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1944, root_relative_squared_error: 0.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, kappa: 0.0616, kb_relative_information_score: 187.1425, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1569, prior_entropy: 3.3218, recall: 0.1569, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4106, root_relative_squared_error: 1.3688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.8095, kappa: 0.7851, kb_relative_information_score: 1270.6034, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8279, predictive_accuracy: 0.8067, prior_entropy: 3.3218, recall: 0.8067, relative_absolute_error: 0.2148, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.6555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7244, kappa: 0.449, kb_relative_information_score: 765.4886, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.5047, prior_entropy: 3.3218, recall: 0.5047, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3147, root_relative_squared_error: 1.0491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8915, kappa: 0.8682, kb_relative_information_score: 1394.9845, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9288, predictive_accuracy: 0.8814, prior_entropy: 3.3218, recall: 0.8814, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, kappa: 0.0015, kb_relative_information_score: 97.6256, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.103, prior_entropy: 3.3218, recall: 0.103, relative_absolute_error: 0.9967, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4236, root_relative_squared_error: 1.4119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.955, kappa: 0.9498, kb_relative_information_score: 1517.6355, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9571, predictive_accuracy: 0.9548, prior_entropy: 3.3218, recall: 0.9548, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.3169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.933, kappa: 0.9247, kb_relative_information_score: 1480.0811, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9356, predictive_accuracy: 0.9322, prior_entropy: 3.3218, recall: 0.9322, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.3882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6466, f_measure: 0.3641, kappa: 0.2932, kb_relative_information_score: 533.2329, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3901, predictive_accuracy: 0.3641, prior_entropy: 3.3218, recall: 0.3641, relative_absolute_error: 0.7066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3566, root_relative_squared_error: 1.1888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.9238, kappa: 0.9149, kb_relative_information_score: 1465.1897, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9255, predictive_accuracy: 0.9234, prior_entropy: 3.3218, recall: 0.9234, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.4125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9355, kappa: 0.9282, kb_relative_information_score: 1485.0789, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9366, predictive_accuracy: 0.9353, prior_entropy: 3.3218, recall: 0.9353, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.3791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.942, kappa: 0.9351, kb_relative_information_score: 1495.6998, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9433, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9487, kappa: 0.9428, kb_relative_information_score: 1507.12, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9495, predictive_accuracy: 0.9485, prior_entropy: 3.3218, recall: 0.9485, relative_absolute_error: 0.0572, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6308, f_measure: 0.3351, kappa: 0.2618, kb_relative_information_score: 486.1157, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3553, predictive_accuracy: 0.3358, prior_entropy: 3.3218, recall: 0.3358, relative_absolute_error: 0.738, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3645, root_relative_squared_error: 1.2149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.9114, kappa: 0.901, kb_relative_information_score: 1444.4671, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9137, predictive_accuracy: 0.9109, prior_entropy: 3.3218, recall: 0.9109, relative_absolute_error: 0.099, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.4451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.9425, kappa: 0.9358, kb_relative_information_score: 1496.6887, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9435, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.0642, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.3582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5119, kappa: 0.0239, kb_relative_information_score: 130.9251, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.123, prior_entropy: 3.3218, recall: 0.123, relative_absolute_error: 0.9744, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4188, root_relative_squared_error: 1.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6389, f_measure: 0.3495, kappa: 0.2778, kb_relative_information_score: 510.2127, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3718, predictive_accuracy: 0.3503, prior_entropy: 3.3218, recall: 0.3503, relative_absolute_error: 0.7219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3605, root_relative_squared_error: 1.2016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9005, kappa: 0.8891, kb_relative_information_score: 1426.3851, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.903, predictive_accuracy: 0.9002, prior_entropy: 3.3218, recall: 0.9002, relative_absolute_error: 0.1109, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.8874, kappa: 0.8744, kb_relative_information_score: 1404.526, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8894, predictive_accuracy: 0.887, prior_entropy: 3.3218, recall: 0.887, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.5011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6591, f_measure: 0.3892, kappa: 0.3183, kb_relative_information_score: 570.8687, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4184, predictive_accuracy: 0.3867, prior_entropy: 3.3218, recall: 0.3867, relative_absolute_error: 0.6815, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3502, root_relative_squared_error: 1.1674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.6292, kappa: 0.5849, kb_relative_information_score: 970.426, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.645, predictive_accuracy: 0.6265, prior_entropy: 3.3218, recall: 0.6265, relative_absolute_error: 0.415, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8501, kappa: 0.8333, kb_relative_information_score: 1342.7235, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8534, predictive_accuracy: 0.85, prior_entropy: 3.3218, recall: 0.85, relative_absolute_error: 0.1667, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1732, root_relative_squared_error: 0.5774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9271, kappa: 0.9184, kb_relative_information_score: 1470.5466, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9295, predictive_accuracy: 0.9266, prior_entropy: 3.3218, recall: 0.9266, relative_absolute_error: 0.0816, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1212, root_relative_squared_error: 0.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8915, kappa: 0.8682, kb_relative_information_score: 1394.9845, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9288, predictive_accuracy: 0.8814, prior_entropy: 3.3218, recall: 0.8814, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9537, kappa: 0.9484, kb_relative_information_score: 1515.5142, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9545, predictive_accuracy: 0.9535, prior_entropy: 3.3218, recall: 0.9535, relative_absolute_error: 0.0516, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9406, kappa: 0.9337, kb_relative_information_score: 1493.5728, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9414, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.0663, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.9248, kappa: 0.9156, kb_relative_information_score: 1466.3603, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9275, predictive_accuracy: 0.924, prior_entropy: 3.3218, recall: 0.924, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.4108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.8612, kappa: 0.827, kb_relative_information_score: 1333.1717, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9226, predictive_accuracy: 0.8443, prior_entropy: 3.3218, recall: 0.8443, relative_absolute_error: 0.173, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9525, kappa: 0.947, kb_relative_information_score: 1513.4235, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9532, predictive_accuracy: 0.9523, prior_entropy: 3.3218, recall: 0.9523, relative_absolute_error: 0.053, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.3256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8254, f_measure: 0.6615, kappa: 0.651, kb_relative_information_score: 1068.1277, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7949, predictive_accuracy: 0.6861, prior_entropy: 3.3218, recall: 0.6861, relative_absolute_error: 0.3488, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.8352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9549, kappa: 0.9498, kb_relative_information_score: 1517.5992, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9556, predictive_accuracy: 0.9548, prior_entropy: 3.3218, recall: 0.9548, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.3169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9399, kappa: 0.933, kb_relative_information_score: 1492.4366, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9408, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6556, f_measure: 0.3807, kappa: 0.3113, kb_relative_information_score: 560.4082, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4128, predictive_accuracy: 0.3804, prior_entropy: 3.3218, recall: 0.3804, relative_absolute_error: 0.6884, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.352, root_relative_squared_error: 1.1734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8361, f_measure: 0.7463, kappa: 0.6721, kb_relative_information_score: 1100.5288, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9166, predictive_accuracy: 0.705, prior_entropy: 3.3218, recall: 0.705, relative_absolute_error: 0.3278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.8097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5311, kappa: 0.0623, kb_relative_information_score: 188.1842, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1576, prior_entropy: 3.3218, recall: 0.1576, relative_absolute_error: 0.9361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4105, root_relative_squared_error: 1.3683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6567, f_measure: 0.3802, kappa: 0.3134, kb_relative_information_score: 563.5255, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.401, predictive_accuracy: 0.3823, prior_entropy: 3.3218, recall: 0.3823, relative_absolute_error: 0.6863, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3515, root_relative_squared_error: 1.1716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 1528.0844, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9615, predictive_accuracy: 0.9611, prior_entropy: 3.3218, recall: 0.9611, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.8929, kappa: 0.8703, kb_relative_information_score: 1398.1241, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9285, predictive_accuracy: 0.8832, prior_entropy: 3.3218, recall: 0.8832, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.5094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 1527.0497, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9617, predictive_accuracy: 0.9605, prior_entropy: 3.3218, recall: 0.9605, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.2965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.7643, kappa: 0.7342, kb_relative_information_score: 1194.2979, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7757, predictive_accuracy: 0.7608, prior_entropy: 3.3218, recall: 0.7608, relative_absolute_error: 0.2658, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9399, kappa: 0.933, kb_relative_information_score: 1492.4366, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9409, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8622, f_measure: 0.7541, kappa: 0.7245, kb_relative_information_score: 1179.6162, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7614, predictive_accuracy: 0.752, prior_entropy: 3.3218, recall: 0.752, relative_absolute_error: 0.2755, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.7423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7321, f_measure: 0.5227, kappa: 0.4642, kb_relative_information_score: 789.5758, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.541, predictive_accuracy: 0.5179, prior_entropy: 3.3218, recall: 0.5179, relative_absolute_error: 0.5357, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3105, root_relative_squared_error: 1.0351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 1528.0846, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.962, predictive_accuracy: 0.9611, prior_entropy: 3.3218, recall: 0.9611, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9556, kappa: 0.9505, kb_relative_information_score: 1518.644, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9563, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, f_measure: 0.7705, kappa: 0.7439, kb_relative_information_score: 1208.1781, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8131, predictive_accuracy: 0.7696, prior_entropy: 3.3218, recall: 0.7696, relative_absolute_error: 0.256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.7155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, f_measure: 0.7533, kappa: 0.6826, kb_relative_information_score: 1116.2099, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9153, predictive_accuracy: 0.7144, prior_entropy: 3.3218, recall: 0.7144, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.239, root_relative_squared_error: 0.7967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, kappa: 0.0029, kb_relative_information_score: 99.7382, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1042, prior_entropy: 3.3218, recall: 0.1042, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4233, root_relative_squared_error: 1.4109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9326, kappa: 0.9247, kb_relative_information_score: 1479.9462, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9348, predictive_accuracy: 0.9322, prior_entropy: 3.3218, recall: 0.9322, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.3882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6427, f_measure: 0.3568, kappa: 0.2855, kb_relative_information_score: 521.7103, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3803, predictive_accuracy: 0.3572, prior_entropy: 3.3218, recall: 0.3572, relative_absolute_error: 0.7142, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3586, root_relative_squared_error: 1.1952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9343, kappa: 0.9268, kb_relative_information_score: 1482.9908, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9354, predictive_accuracy: 0.9341, prior_entropy: 3.3218, recall: 0.9341, relative_absolute_error: 0.0732, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.3827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4449, f_measure: 0.0011, kappa: -0.1101, kb_relative_information_score: -70.8274, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.001, predictive_accuracy: 0.0013, prior_entropy: 3.3218, recall: 0.0013, relative_absolute_error: 1.1097, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4469, root_relative_squared_error: 1.4898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.8052, kappa: 0.7809, kb_relative_information_score: 1264.0614, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8241, predictive_accuracy: 0.8029, prior_entropy: 3.3218, recall: 0.8029, relative_absolute_error: 0.219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.6618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6825, f_measure: 0.43, kappa: 0.3651, kb_relative_information_score: 640.9656, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4558, predictive_accuracy: 0.4288, prior_entropy: 3.3218, recall: 0.4288, relative_absolute_error: 0.6347, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.338, root_relative_squared_error: 1.1267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 1484.0545, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, kappa: 0.0616, kb_relative_information_score: 187.1425, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1569, prior_entropy: 3.3218, recall: 0.1569, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4106, root_relative_squared_error: 1.3688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9538, kappa: 0.9484, kb_relative_information_score: 1515.5303, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9559, predictive_accuracy: 0.9535, prior_entropy: 3.3218, recall: 0.9535, relative_absolute_error: 0.0516, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4441, kappa: -0.1119, kb_relative_information_score: -72.9061, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.18, number_of_instances: 1593, prior_entropy: 3.3218, relative_absolute_error: 1.1111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.4907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1525.9892, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9605, predictive_accuracy: 0.9598, prior_entropy: 3.3218, recall: 0.9598, relative_absolute_error: 0.0446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.2988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8566, f_measure: 0.7432, kappa: 0.7133, kb_relative_information_score: 1162.9501, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7501, predictive_accuracy: 0.742, prior_entropy: 3.3218, recall: 0.742, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.7572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7094, f_measure: 0.4819, kappa: 0.4188, kb_relative_information_score: 721.4801, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.5049, predictive_accuracy: 0.4771, prior_entropy: 3.3218, recall: 0.4771, relative_absolute_error: 0.581, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3234, root_relative_squared_error: 1.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6472, f_measure: 0.3624, kappa: 0.2946, kb_relative_information_score: 535.273, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3888, predictive_accuracy: 0.3653, prior_entropy: 3.3218, recall: 0.3653, relative_absolute_error: 0.7052, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3563, root_relative_squared_error: 1.1876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6431, f_measure: 0.359, kappa: 0.2862, kb_relative_information_score: 522.8317, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3807, predictive_accuracy: 0.3578, prior_entropy: 3.3218, recall: 0.3578, relative_absolute_error: 0.7136, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3584, root_relative_squared_error: 1.1946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9587, kappa: 0.954, kb_relative_information_score: 1523.8986, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9592, predictive_accuracy: 0.9586, prior_entropy: 3.3218, recall: 0.9586, relative_absolute_error: 0.046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.091, root_relative_squared_error: 0.3034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5025, kappa: 0.005, kb_relative_information_score: 102.8586, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1061, prior_entropy: 3.3218, recall: 0.1061, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4228, root_relative_squared_error: 1.4094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9355, kappa: 0.9282, kb_relative_information_score: 1485.0936, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9365, predictive_accuracy: 0.9353, prior_entropy: 3.3218, recall: 0.9353, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.3791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.8042, kappa: 0.7838, kb_relative_information_score: 1268.1355, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8104, predictive_accuracy: 0.8054, prior_entropy: 3.3218, recall: 0.8054, relative_absolute_error: 0.2162, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.6576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9322, kappa: 0.924, kb_relative_information_score: 1478.9022, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.935, predictive_accuracy: 0.9316, prior_entropy: 3.3218, recall: 0.9316, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.117, root_relative_squared_error: 0.3899,

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