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Linear vs. Non Linear

Linear vs. Non Linear

Created 21-02-2019 by Jan van Rijn Visibility: public
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Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set SpeedDating
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8115, f_measure: 0.8169, kappa: 0.2612, kb_relative_information_score: 782.9293, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8173, predictive_accuracy: 0.8455, prior_entropy: 0.6457, recall: 0.8455, relative_absolute_error: 0.7758, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3335, root_relative_squared_error: 0.8992,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set SpeedDating
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6415, kb_relative_information_score: -682.4684, mean_absolute_error: 0.2596, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.9434, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.9719,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set higgs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.6843, kappa: 0.3666, kb_relative_information_score: 23593.0478, mean_absolute_error: 0.3894, mean_prior_absolute_error: 0.4984, number_of_instances: 98050, precision: 0.6843, predictive_accuracy: 0.6842, prior_entropy: 0.9976, recall: 0.6842, relative_absolute_error: 0.7814, root_mean_prior_squared_error: 0.4992, root_mean_squared_error: 0.4531, root_relative_squared_error: 0.9076,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set higgs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5953, f_measure: 0.5898, kappa: 0.1955, kb_relative_information_score: 5650.7904, mean_absolute_error: 0.4763, mean_prior_absolute_error: 0.4984, number_of_instances: 98050, precision: 0.614, predictive_accuracy: 0.6073, prior_entropy: 0.9976, recall: 0.6073, relative_absolute_error: 0.9557, root_mean_prior_squared_error: 0.4992, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9777,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set connect-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8241, f_measure: 0.7092, kappa: 0.4125, kb_relative_information_score: 21095.8, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.3313, number_of_instances: 67557, precision: 0.7045, predictive_accuracy: 0.7451, prior_entropy: 1.2185, recall: 0.7451, relative_absolute_error: 0.7024, root_mean_prior_squared_error: 0.407, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.8561,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set connect-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5694, kb_relative_information_score: 1644.0358, mean_absolute_error: 0.3255, mean_prior_absolute_error: 0.3313, number_of_instances: 67557, predictive_accuracy: 0.6583, prior_entropy: 1.2185, recall: 0.6583, relative_absolute_error: 0.9826, root_mean_prior_squared_error: 0.407, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.9914,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8691, kappa: 0.7344, kb_relative_information_score: 464.6878, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8698, predictive_accuracy: 0.8696, prior_entropy: 0.9913, recall: 0.8696, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.32, root_relative_squared_error: 0.644,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 383.8944, mean_absolute_error: 0.2379, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9913, recall: 0.8551, relative_absolute_error: 0.4817, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.6951,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9339, kappa: 0.9272, kb_relative_information_score: 5124.7235, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.1653, number_of_instances: 5500, precision: 0.9341, predictive_accuracy: 0.9338, prior_entropy: 3.4594, recall: 0.9338, relative_absolute_error: 0.0797, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.3663,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6563, kappa: 0.1, kb_relative_information_score: 1030.9946, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.1653, number_of_instances: 5500, predictive_accuracy: 0.1818, prior_entropy: 3.4594, recall: 0.1818, relative_absolute_error: 0.9079, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.274, root_relative_squared_error: 0.9531,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set LED-display-domain-7digit
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.7123, kappa: 0.6796, kb_relative_information_score: 338.665, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.715, predictive_accuracy: 0.712, prior_entropy: 3.3127, recall: 0.712, relative_absolute_error: 0.4297, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.6923,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set LED-display-domain-7digit
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6472, kappa: 0.1084, kb_relative_information_score: 98.0985, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.21, prior_entropy: 3.3127, recall: 0.21, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.9658,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set dresses-sales
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6032, f_measure: 0.5967, kappa: 0.1843, kb_relative_information_score: 39.3916, mean_absolute_error: 0.4532, mean_prior_absolute_error: 0.4873, number_of_instances: 500, precision: 0.6271, predictive_accuracy: 0.63, prior_entropy: 0.9816, recall: 0.63, relative_absolute_error: 0.9301, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4858, root_relative_squared_error: 0.9842,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set dresses-sales
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5849, f_measure: 0.5876, kappa: 0.1804, kb_relative_information_score: 26.8553, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.4873, number_of_instances: 500, precision: 0.6427, predictive_accuracy: 0.634, prior_entropy: 0.9816, recall: 0.634, relative_absolute_error: 0.9584, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4824, root_relative_squared_error: 0.9774,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set Amazon_employee_access
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6174, f_measure: 0.9249, kappa: 0.1578, kb_relative_information_score: -3412.3389, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9281, predictive_accuracy: 0.9442, prior_entropy: 0.3191, recall: 0.9442, relative_absolute_error: 0.9075, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.9701,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set Amazon_employee_access
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5148, f_measure: 0.914, kappa: -0.0001, kb_relative_information_score: -209.6143, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8876, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9915, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2328, root_relative_squared_error: 0.9967,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set MiceProtein
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1079.9624, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9931, recall: 1, root_mean_prior_squared_error: 0.3305,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set MiceProtein
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7819, kappa: 0.1613, kb_relative_information_score: 360.5648, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2778, prior_entropy: 2.9931, recall: 0.2778, relative_absolute_error: 0.8558, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3058, root_relative_squared_error: 0.9251,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set PhishingWebsites
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9492, kappa: 0.8971, kb_relative_information_score: 9611.4286, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.9492, predictive_accuracy: 0.9493, prior_entropy: 0.9906, recall: 0.9493, relative_absolute_error: 0.1357, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.3916,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set PhishingWebsites
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.8887, kappa: 0.7741, kb_relative_information_score: 7077.7189, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.4935, number_of_instances: 11055, precision: 0.8889, predictive_accuracy: 0.8889, prior_entropy: 0.9906, recall: 0.8889, relative_absolute_error: 0.4002, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.3143, root_relative_squared_error: 0.6326,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set Internet-Advertisements
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Associated dataset does not have quality (default evaluation engine): NumberOfInstances
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set Internet-Advertisements
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Associated dataset does not have quality (default evaluation engine): NumberOfInstances
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set har
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9448, kappa: 0.9337, kb_relative_information_score: 9668.9056, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.2771, number_of_instances: 10299, precision: 0.9449, predictive_accuracy: 0.9448, prior_entropy: 2.5759, recall: 0.9448, relative_absolute_error: 0.0681, root_mean_prior_squared_error: 0.3722, root_mean_squared_error: 0.1323, root_relative_squared_error: 0.3554,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set har
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6853, kappa: 0.2306, kb_relative_information_score: 2790.8834, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.2771, number_of_instances: 10299, predictive_accuracy: 0.3735, prior_entropy: 2.5759, recall: 0.3735, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.3722, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.8826,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set GesturePhaseSegmentationProcessed
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7656, f_measure: 0.5086, kappa: 0.362, kb_relative_information_score: 3458.8345, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.3065, number_of_instances: 9873, precision: 0.5056, predictive_accuracy: 0.5175, prior_entropy: 2.1936, recall: 0.5175, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.3915, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.9303,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set GesturePhaseSegmentationProcessed
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6499, kappa: 0.2238, kb_relative_information_score: 1685.0124, mean_absolute_error: 0.2812, mean_prior_absolute_error: 0.3065, number_of_instances: 9873, predictive_accuracy: 0.4489, prior_entropy: 2.1936, recall: 0.4489, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.3915, root_mean_squared_error: 0.3751, root_relative_squared_error: 0.9582,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set cylinder-bands
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7569, f_measure: 0.7285, kappa: 0.4457, kb_relative_information_score: 222.1294, mean_absolute_error: 0.2881, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7299, predictive_accuracy: 0.7278, prior_entropy: 0.9826, recall: 0.7278, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4789, root_relative_squared_error: 0.9697,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set cylinder-bands
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6104, f_measure: 0.6054, kappa: 0.1993, kb_relative_information_score: 54.4737, mean_absolute_error: 0.4441, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6302, predictive_accuracy: 0.6333, prior_entropy: 0.9826, recall: 0.6333, relative_absolute_error: 0.9101, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4744, root_relative_squared_error: 0.9605,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set cjs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.5681, kappa: 0.4768, kb_relative_information_score: 1288.4177, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.688, predictive_accuracy: 0.583, prior_entropy: 2.5207, recall: 0.583, relative_absolute_error: 0.605, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.791,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set cjs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, kappa: 0.0871, kb_relative_information_score: 301.0485, mean_absolute_error: 0.2622, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2918, prior_entropy: 2.5207, recall: 0.2918, relative_absolute_error: 0.9608, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9813,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7914, f_measure: 0.7687, kappa: 0.5335, kb_relative_information_score: 1470.3438, mean_absolute_error: 0.3178, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7688, predictive_accuracy: 0.7691, prior_entropy: 0.9948, recall: 0.7691, relative_absolute_error: 0.6402, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4266, root_relative_squared_error: 0.8562,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7277, f_measure: 0.7244, kappa: 0.4462, kb_relative_information_score: 915.9308, mean_absolute_error: 0.3933, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7255, predictive_accuracy: 0.7241, prior_entropy: 0.9948, recall: 0.7241, relative_absolute_error: 0.7923, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.444, root_relative_squared_error: 0.8912,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set bank-marketing
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.8901, kappa: 0.4223, kb_relative_information_score: 7281.0469, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8873, predictive_accuracy: 0.9008, prior_entropy: 0.5207, recall: 0.9008, relative_absolute_error: 0.692, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.8427,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set bank-marketing
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6732, kb_relative_information_score: 1422.8662, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.9377,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set artificial-characters
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.6515, kappa: 0.6135, kb_relative_information_score: 7270.3009, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6659, predictive_accuracy: 0.6533, prior_entropy: 3.2849, recall: 0.6533, relative_absolute_error: 0.4236, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.6707,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set artificial-characters
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5881, kappa: 0.0836, kb_relative_information_score: 942.5673, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1885, prior_entropy: 3.2849, recall: 0.1885, relative_absolute_error: 0.9745, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.9872,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.7513, kappa: 0.2702, kb_relative_information_score: 70.0282, mean_absolute_error: 0.3116, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7494, predictive_accuracy: 0.7767, prior_entropy: 0.7928, recall: 0.7767, relative_absolute_error: 0.8582, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.966,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6622, kb_relative_information_score: -5.7386, mean_absolute_error: 0.3403, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7928, recall: 0.762, relative_absolute_error: 0.9374, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4098, root_relative_squared_error: 0.9624,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set CastMetal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7086, f_measure: 0.8272, kappa: 0.096, kb_relative_information_score: -56.2631, mean_absolute_error: 0.1974, mean_prior_absolute_error: 0.2256, number_of_instances: 327, precision: 0.8299, predictive_accuracy: 0.8716, prior_entropy: 0.5594, recall: 0.8716, relative_absolute_error: 0.8752, root_mean_prior_squared_error: 0.3346, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9619,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set CastMetal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6242, kb_relative_information_score: -86.6695, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.2256, number_of_instances: 327, predictive_accuracy: 0.8716, prior_entropy: 0.5594, recall: 0.8716, relative_absolute_error: 0.9351, root_mean_prior_squared_error: 0.3346, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.9708,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set blogger
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.8588, kappa: 0.6729, kb_relative_information_score: 61.1967, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.4365, number_of_instances: 100, precision: 0.8583, predictive_accuracy: 0.86, prior_entropy: 0.9082, recall: 0.86, relative_absolute_error: 0.3784, root_mean_prior_squared_error: 0.4665, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.7328,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set blogger
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5462, f_measure: 0.6206, kappa: 0.1003, kb_relative_information_score: 4.9953, mean_absolute_error: 0.4119, mean_prior_absolute_error: 0.4365, number_of_instances: 100, precision: 0.6245, predictive_accuracy: 0.67, prior_entropy: 0.9082, recall: 0.67, relative_absolute_error: 0.9438, root_mean_prior_squared_error: 0.4665, root_mean_squared_error: 0.4744, root_relative_squared_error: 1.017,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9869, kappa: 0.9734, kb_relative_information_score: 1334.9445, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9869, predictive_accuracy: 0.9869, prior_entropy: 0.9912, recall: 0.9869, relative_absolute_error: 0.0269, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.2306,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set amazon-commerce-reviews
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7155, f_measure: 0.3274, kappa: 0.3136, kb_relative_information_score: 552.1021, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.0392, number_of_instances: 1500, precision: 0.3375, predictive_accuracy: 0.3273, prior_entropy: 5.6439, recall: 0.3273, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.14, root_mean_squared_error: 0.1452, root_relative_squared_error: 1.0374,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set amazon-commerce-reviews
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.52, kappa: 0.0204, kb_relative_information_score: 37.5915, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.0392, number_of_instances: 1500, predictive_accuracy: 0.04, prior_entropy: 5.6439, recall: 0.04, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.14, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.9897,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set wholesale-customers
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.9047, kappa: 0.7824, kb_relative_information_score: 315.1837, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.4374, number_of_instances: 440, precision: 0.9049, predictive_accuracy: 0.9045, prior_entropy: 0.9082, recall: 0.9045, relative_absolute_error: 0.2952, root_mean_prior_squared_error: 0.4675, root_mean_squared_error: 0.2745, root_relative_squared_error: 0.5872,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set wholesale-customers
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.9151, kappa: 0.8101, kb_relative_information_score: 302.0056, mean_absolute_error: 0.1471, mean_prior_absolute_error: 0.4374, number_of_instances: 440, precision: 0.9213, predictive_accuracy: 0.9136, prior_entropy: 0.9082, recall: 0.9136, relative_absolute_error: 0.3363, root_mean_prior_squared_error: 0.4675, root_mean_squared_error: 0.272, root_relative_squared_error: 0.5818,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set gas-drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9733, kappa: 0.9676, kb_relative_information_score: 13467.0354, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9733, predictive_accuracy: 0.9733, prior_entropy: 2.5457, recall: 0.9733, relative_absolute_error: 0.0378, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.2451,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set gas-drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7117, kappa: 0.2229, kb_relative_information_score: 3755.8534, mean_absolute_error: 0.2363, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.3894, prior_entropy: 2.5457, recall: 0.3894, relative_absolute_error: 0.8599, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.9274,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set first-order-theorem-proving
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7704, f_measure: 0.5038, kappa: 0.3404, kb_relative_information_score: 2101.4333, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4973, predictive_accuracy: 0.5212, prior_entropy: 2.3005, recall: 0.5212, relative_absolute_error: 0.7235, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.9426,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set first-order-theorem-proving
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.578, kb_relative_information_score: 378.3225, mean_absolute_error: 0.2441, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9736, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.35, root_relative_squared_error: 0.9886,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set fertility
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5199, f_measure: 0.8188, kappa: -0.0188, kb_relative_information_score: -40.3245, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.2169, number_of_instances: 100, precision: 0.7733, predictive_accuracy: 0.87, prior_entropy: 0.5504, recall: 0.87, relative_absolute_error: 1.0199, root_mean_prior_squared_error: 0.325, root_mean_squared_error: 0.3641, root_relative_squared_error: 1.1201,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set fertility
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2921, kb_relative_information_score: -6.6842, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2169, number_of_instances: 100, predictive_accuracy: 0.88, prior_entropy: 0.5504, recall: 0.88, relative_absolute_error: 0.9895, root_mean_prior_squared_error: 0.325, root_mean_squared_error: 0.3302, root_relative_squared_error: 1.0157,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.8067, kappa: 0.6083, kb_relative_information_score: 7839.6527, mean_absolute_error: 0.2448, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.8079, predictive_accuracy: 0.8077, prior_entropy: 0.9924, recall: 0.8077, relative_absolute_error: 0.4947, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3766, root_relative_squared_error: 0.7571,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5494, f_measure: 0.5122, kappa: 0.1119, kb_relative_information_score: 573.7971, mean_absolute_error: 0.4798, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.6352, predictive_accuracy: 0.5923, prior_entropy: 0.9924, recall: 0.5923, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.49, root_relative_squared_error: 0.9852,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set cnae-9
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.7294, kappa: 0.6792, kb_relative_information_score: 734.6605, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.1975, number_of_instances: 1080, precision: 0.8172, predictive_accuracy: 0.7148, prior_entropy: 3.1699, recall: 0.7148, relative_absolute_error: 0.3742, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.624,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set cnae-9
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6109, kappa: 0.0938, kb_relative_information_score: 127.4971, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.1975, number_of_instances: 1080, predictive_accuracy: 0.1944, prior_entropy: 3.1699, recall: 0.1944, relative_absolute_error: 0.9101, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.9539,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set climate-model-simulation-crashes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8041, f_measure: 0.8667, kappa: -0.0259, kb_relative_information_score: -207.1979, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8357, predictive_accuracy: 0.9, prior_entropy: 0.4254, recall: 0.9, relative_absolute_error: 0.8947, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2814, root_relative_squared_error: 1.0082,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set climate-model-simulation-crashes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5943, kb_relative_information_score: -201.3973, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.1571, number_of_instances: 540, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9762, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.9956,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set cardiotocography
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9995, kappa: 0.9994, kb_relative_information_score: 2121.3842, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.1679, number_of_instances: 2126, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 2.9174, recall: 0.9995, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0097, root_relative_squared_error: 0.0335,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set cardiotocography
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.746, kappa: 0.3114, kb_relative_information_score: 615.5777, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.1679, number_of_instances: 2126, predictive_accuracy: 0.453, prior_entropy: 2.9174, recall: 0.453, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2468, root_relative_squared_error: 0.8517,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set ozone-level-8hr
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7979, f_measure: 0.9095, kappa: 0.0564, kb_relative_information_score: -1090.0408, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9018, predictive_accuracy: 0.9349, prior_entropy: 0.3411, recall: 0.9349, relative_absolute_error: 0.8804, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.9608,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set ozone-level-8hr
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6566, kb_relative_information_score: -1588.1561, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9624, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.9874,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set nomao
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9528, kappa: 0.8841, kb_relative_information_score: 29065.9693, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9527, predictive_accuracy: 0.9529, prior_entropy: 0.863, recall: 0.9529, relative_absolute_error: 0.1583, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.4497,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set nomao
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8274, f_measure: 0.8559, kappa: 0.6501, kb_relative_information_score: 15469.7566, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8576, predictive_accuracy: 0.8546, prior_entropy: 0.863, recall: 0.8546, relative_absolute_error: 0.5765, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.343, root_relative_squared_error: 0.7594,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.7474, kappa: 0.4962, kb_relative_information_score: 1088.4572, mean_absolute_error: 0.3009, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7509, predictive_accuracy: 0.7481, prior_entropy: 1, recall: 0.7481, relative_absolute_error: 0.6018, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4282, root_relative_squared_error: 0.8564,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set leaf
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8295, f_measure: 0.6413, kappa: 0.6344, kb_relative_information_score: 219.8492, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.0644, number_of_instances: 340, precision: 0.6479, predictive_accuracy: 0.6471, prior_entropy: 4.8945, recall: 0.6471, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.1794, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.8373,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set leaf
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5834, kappa: 0.0368, kb_relative_information_score: 26.2821, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.0644, number_of_instances: 340, predictive_accuracy: 0.0765, prior_entropy: 4.8945, recall: 0.0765, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.1794, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.9792,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set ilpd
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6728, f_measure: 0.6031, kappa: -0.005, kb_relative_information_score: 31.7531, mean_absolute_error: 0.3611, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5857, predictive_accuracy: 0.693, prior_entropy: 0.865, recall: 0.693, relative_absolute_error: 0.8827, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4499, root_relative_squared_error: 0.9951,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set ilpd
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5048, kb_relative_information_score: -5.3314, mean_absolute_error: 0.4067, mean_prior_absolute_error: 0.4091, number_of_instances: 583, predictive_accuracy: 0.7136, prior_entropy: 0.865, recall: 0.7136, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4514, root_relative_squared_error: 0.9983,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set hill-valley
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5295, f_measure: 0.5168, kappa: 0.0363, kb_relative_information_score: 44.3972, mean_absolute_error: 0.4818, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5184, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.9636, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5411, root_relative_squared_error: 1.0822,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set hill-valley
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5046, f_measure: 0.5097, kappa: 0.0198, kb_relative_information_score: 1.9401, mean_absolute_error: 0.4995, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5099, predictive_accuracy: 0.5099, prior_entropy: 1, recall: 0.5099, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5016, root_relative_squared_error: 1.0032,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set thoracic-surgery
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4892, f_measure: 0.7903, kappa: 0.0386, kb_relative_information_score: -35.5791, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.2546, number_of_instances: 470, precision: 0.8013, predictive_accuracy: 0.8511, prior_entropy: 0.6109, recall: 0.8511, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.356, root_mean_squared_error: 0.3597, root_relative_squared_error: 1.0103,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set thoracic-surgery
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5069, kb_relative_information_score: -45.0785, mean_absolute_error: 0.2519, mean_prior_absolute_error: 0.2546, number_of_instances: 470, predictive_accuracy: 0.8511, prior_entropy: 0.6109, recall: 0.8511, relative_absolute_error: 0.9898, root_mean_prior_squared_error: 0.356, root_mean_squared_error: 0.3559, root_relative_squared_error: 0.9997,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, kappa: 0.3685, kb_relative_information_score: 20233.3004, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.4056, prior_entropy: 4.2455, recall: 0.4056, relative_absolute_error: 0.6375, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.7985,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5628, kappa: 0.0678, kb_relative_information_score: 3678.1303, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.1269, prior_entropy: 4.2455, recall: 0.1269, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.21, root_relative_squared_error: 0.9661,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set steel-plates-fault
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set steel-plates-fault
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5929, kb_relative_information_score: 92.9809, mean_absolute_error: 0.4183, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9233, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4579, root_relative_squared_error: 0.9621,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set semeion
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.7552, kappa: 0.728, kb_relative_information_score: 1185.6521, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7562, predictive_accuracy: 0.7552, prior_entropy: 3.3218, recall: 0.7552, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.7205,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set semeion
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6687, kappa: 0.1083, kb_relative_information_score: 308.5245, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1977, prior_entropy: 3.3218, recall: 0.1977, relative_absolute_error: 0.9377, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.9685,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set seismic-bumps
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.587, kappa: 0.4786, kb_relative_information_score: 115.4748, mean_absolute_error: 0.2364, mean_prior_absolute_error: 0.4444, number_of_instances: 210, precision: 0.6367, predictive_accuracy: 0.6524, prior_entropy: 1.585, recall: 0.6524, relative_absolute_error: 0.5319, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.344, root_relative_squared_error: 0.7296,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set seismic-bumps
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.9185, kappa: 0.8786, kb_relative_information_score: 186.1222, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.4444, number_of_instances: 210, precision: 0.9184, predictive_accuracy: 0.919, prior_entropy: 1.585, recall: 0.919, relative_absolute_error: 0.1259, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.4724,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set seeds
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8847, kappa: 0.8286, kb_relative_information_score: 177.8805, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.4444, number_of_instances: 210, precision: 0.8845, predictive_accuracy: 0.8857, prior_entropy: 1.585, recall: 0.8857, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.5715,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set seeds
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8063, f_measure: 0.572, kappa: 0.4857, kb_relative_information_score: 101.3501, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.4444, number_of_instances: 210, precision: 0.5929, predictive_accuracy: 0.6571, prior_entropy: 1.585, recall: 0.6571, relative_absolute_error: 0.6149, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3776, root_relative_squared_error: 0.801,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set sa-heart
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6764, f_measure: 0.6948, kappa: 0.3111, kb_relative_information_score: 76.8943, mean_absolute_error: 0.3814, mean_prior_absolute_error: 0.453, number_of_instances: 462, precision: 0.6952, predictive_accuracy: 0.7078, prior_entropy: 0.9313, recall: 0.7078, relative_absolute_error: 0.8421, root_mean_prior_squared_error: 0.4758, root_mean_squared_error: 0.4533, root_relative_squared_error: 0.9528,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set sa-heart
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6487, f_measure: 0.6351, kappa: 0.1758, kb_relative_information_score: 35.4932, mean_absolute_error: 0.4154, mean_prior_absolute_error: 0.453, number_of_instances: 462, precision: 0.6313, predictive_accuracy: 0.6515, prior_entropy: 0.9313, recall: 0.6515, relative_absolute_error: 0.917, root_mean_prior_squared_error: 0.4758, root_mean_squared_error: 0.462, root_relative_squared_error: 0.971,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set wall-robot-navigation
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.995, kappa: 0.9925, kb_relative_information_score: 5411.2452, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 1.7151, recall: 0.9951, relative_absolute_error: 0.0075, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0497, root_relative_squared_error: 0.1222,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set wall-robot-navigation
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7756, kappa: 0.5008, kb_relative_information_score: 2141.6431, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.6996, prior_entropy: 1.7151, recall: 0.6996, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.8002,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set qualitative-bankruptcy
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.996, kappa: 0.9918, kb_relative_information_score: 247.8796, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4897, number_of_instances: 250, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 0.9852, recall: 0.996, relative_absolute_error: 0.0082, root_mean_prior_squared_error: 0.4948, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.1278,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set qualitative-bankruptcy
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.984, kappa: 0.9672, kb_relative_information_score: 236.0805, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.4897, number_of_instances: 250, precision: 0.9844, predictive_accuracy: 0.984, prior_entropy: 0.9852, recall: 0.984, relative_absolute_error: 0.0636, root_mean_prior_squared_error: 0.4948, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.2533,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set qsar-biodeg
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8281, f_measure: 0.8286, kappa: 0.6171, kb_relative_information_score: 577.9865, mean_absolute_error: 0.1988, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8288, predictive_accuracy: 0.8284, prior_entropy: 0.9226, recall: 0.8284, relative_absolute_error: 0.4445, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3894, root_relative_squared_error: 0.8235,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set qsar-biodeg
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7352, f_measure: 0.7421, kappa: 0.4437, kb_relative_information_score: 239.4935, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.7573, predictive_accuracy: 0.7365, prior_entropy: 0.9226, recall: 0.7365, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8929,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7426, f_measure: 0.4837, kappa: 0.4795, kb_relative_information_score: 778.1573, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.494, predictive_accuracy: 0.4847, prior_entropy: 6.6438, recall: 0.4847, relative_absolute_error: 0.5244, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1004, root_relative_squared_error: 1.0086,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6545, kappa: 0.0025, kb_relative_information_score: 121.7643, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0125, prior_entropy: 6.6438, recall: 0.0125, relative_absolute_error: 0.9931, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.997,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set one-hundred-plants-shape
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7406, f_measure: 0.4568, kappa: 0.4533, kb_relative_information_score: 757.0482, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0198, number_of_instances: 1600, precision: 0.4668, predictive_accuracy: 0.4588, prior_entropy: 6.6439, recall: 0.4588, relative_absolute_error: 0.5531, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1017, root_relative_squared_error: 1.0222,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set one-hundred-plants-shape
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6489, kappa: 0.0019, kb_relative_information_score: 128.5935, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.0198, number_of_instances: 1600, predictive_accuracy: 0.0119, prior_entropy: 6.6439, recall: 0.0119, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0991, root_relative_squared_error: 0.9961,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set one-hundred-plants-margin
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7407, f_measure: 0.4791, kappa: 0.4716, kb_relative_information_score: 769.4366, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0198, number_of_instances: 1600, precision: 0.4924, predictive_accuracy: 0.4769, prior_entropy: 6.6439, recall: 0.4769, relative_absolute_error: 0.5335, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1004, root_relative_squared_error: 1.0095,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set one-hundred-plants-margin
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6825, kappa: 0.0025, kb_relative_information_score: 139.8013, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.0198, number_of_instances: 1600, predictive_accuracy: 0.0125, prior_entropy: 6.6439, recall: 0.0125, relative_absolute_error: 0.9928, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.9968,