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Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9962, kappa: 0.9925, kb_relative_information_score: 3156.8969, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 0.9986, recall: 0.9962, relative_absolute_error: 0.0132, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.1213,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9962, kappa: 0.9925, kb_relative_information_score: 3159.2441, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 0.9986, recall: 0.9962, relative_absolute_error: 0.0124, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1167,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set climate-model-simulation-crashes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.8826, kappa: 0.0928, kb_relative_information_score: -144.3982, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8775, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.8348, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.9214,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.7352, kappa: 0.71, kb_relative_information_score: 1427.1148, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.733, predictive_accuracy: 0.739, prior_entropy: 3.3219, recall: 0.739, relative_absolute_error: 0.4186, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.6335,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set cylinder-bands
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, f_measure: 0.7964, kappa: 0.5806, kb_relative_information_score: 210.1159, mean_absolute_error: 0.314, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7976, predictive_accuracy: 0.7981, prior_entropy: 0.9826, recall: 0.7981, relative_absolute_error: 0.6435, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.379, root_relative_squared_error: 0.7673,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9783, kappa: 0.974, kb_relative_information_score: 547.517, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.2778, number_of_instances: 600, precision: 0.9785, predictive_accuracy: 0.9783, prior_entropy: 2.585, recall: 0.9783, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.2905,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9719, kappa: 0.9386, kb_relative_information_score: 1580.9711, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9724, predictive_accuracy: 0.9716, prior_entropy: 1.2099, recall: 0.9716, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.2974,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.7352, kappa: 0.71, kb_relative_information_score: 1427.1148, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.733, predictive_accuracy: 0.739, prior_entropy: 3.3219, recall: 0.739, relative_absolute_error: 0.4186, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.6335,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9094, kappa: 0.8909, kb_relative_information_score: 5540.304, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9093, predictive_accuracy: 0.9118, prior_entropy: 2.4836, recall: 0.9118, relative_absolute_error: 0.193, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1525, root_relative_squared_error: 0.415,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45762.9356, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.0033, root_relative_squared_error: 0.0151,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set GesturePhaseSegmentationProcessed
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.6201, kappa: 0.5073, kb_relative_information_score: 4369.4312, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.3065, number_of_instances: 9873, precision: 0.6223, predictive_accuracy: 0.6286, prior_entropy: 2.1936, recall: 0.6286, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.3915, root_mean_squared_error: 0.318, root_relative_squared_error: 0.8124,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9671, kappa: 0.9274, kb_relative_information_score: 600.4473, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.4519, number_of_instances: 699, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9297, recall: 0.9671, relative_absolute_error: 0.1559, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.3606,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7244, f_measure: 0.7446, kappa: 0.2477, kb_relative_information_score: 81.1621, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7439, predictive_accuracy: 0.7741, prior_entropy: 0.7928, recall: 0.7741, relative_absolute_error: 0.8519, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.9434,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.7875, kappa: 0.5715, kb_relative_information_score: 1623.0682, mean_absolute_error: 0.2953, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7875, predictive_accuracy: 0.7878, prior_entropy: 0.9948, recall: 0.7878, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3892, root_relative_squared_error: 0.7813,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.7054, kappa: 0.6756, kb_relative_information_score: 1441.6364, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7072, predictive_accuracy: 0.708, prior_entropy: 3.3219, recall: 0.708, relative_absolute_error: 0.4281, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.6437,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set cmc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7365, f_measure: 0.5557, kappa: 0.3106, kb_relative_information_score: 369.3859, mean_absolute_error: 0.3523, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5547, predictive_accuracy: 0.5594, prior_entropy: 1.5392, recall: 0.5594, relative_absolute_error: 0.8178, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4258, root_relative_squared_error: 0.9173,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set micro-mass
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.8601, kappa: 0.8526, kb_relative_information_score: 467.1786, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.8648, predictive_accuracy: 0.8616, prior_entropy: 4.208, recall: 0.8616, relative_absolute_error: 0.335, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.5074,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9312, kappa: 0.9246, kb_relative_information_score: 636.8726, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9315, predictive_accuracy: 0.9312, prior_entropy: 3.8572, recall: 0.9312, relative_absolute_error: 0.1175, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.3296,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8141, kappa: 0.7184, kb_relative_information_score: 290.8884, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.3798, number_of_instances: 625, precision: 0.7829, predictive_accuracy: 0.848, prior_entropy: 1.3212, recall: 0.848, relative_absolute_error: 0.5336, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.294, root_relative_squared_error: 0.675,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set cnae-9
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9119, kappa: 0.9, kb_relative_information_score: 944.6492, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.1975, number_of_instances: 1080, precision: 0.914, predictive_accuracy: 0.9111, prior_entropy: 3.1699, recall: 0.9111, relative_absolute_error: 0.1902, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.3971,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9891, kappa: 0.9779, kb_relative_information_score: 1304.0005, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9891, predictive_accuracy: 0.9891, prior_entropy: 0.9912, recall: 0.9891, relative_absolute_error: 0.0573, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.189,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9715, kappa: 0.9686, kb_relative_information_score: 5222.8319, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.1653, number_of_instances: 5500, precision: 0.9715, predictive_accuracy: 0.9715, prior_entropy: 3.4594, recall: 0.9715, relative_absolute_error: 0.0947, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0732, root_relative_squared_error: 0.2546,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set GesturePhaseSegmentationProcessed
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.6422, kappa: 0.5362, kb_relative_information_score: 4590.9328, mean_absolute_error: 0.1982, mean_prior_absolute_error: 0.3065, number_of_instances: 9873, precision: 0.6445, predictive_accuracy: 0.65, prior_entropy: 2.1936, recall: 0.65, relative_absolute_error: 0.6469, root_mean_prior_squared_error: 0.3915, root_mean_squared_error: 0.3104, root_relative_squared_error: 0.793,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set irish
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.98, kappa: 0.9595, kb_relative_information_score: 467.8171, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4938, number_of_instances: 500, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 0.991, recall: 0.98, relative_absolute_error: 0.0716, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.2549,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.954, kappa: 0.9489, kb_relative_information_score: 1808.8585, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9543, predictive_accuracy: 0.954, prior_entropy: 3.3219, recall: 0.954, relative_absolute_error: 0.1692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.3246,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7551, kappa: 0.1532, kb_relative_information_score: 1036.6087, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.0618, number_of_instances: 4177, predictive_accuracy: 0.2578, prior_entropy: 3.6268, recall: 0.2578, relative_absolute_error: 0.9045, root_mean_prior_squared_error: 0.1757, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.9586,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set qsar-biodeg
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.8433, kappa: 0.6454, kb_relative_information_score: 555.6715, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8433, predictive_accuracy: 0.8455, prior_entropy: 0.9226, recall: 0.8455, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.6914,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set KDDCup09_churn
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.669, f_measure: 0.8923, kappa: 0.0126, kb_relative_information_score: -26560.3531, mean_absolute_error: 0.1303, mean_prior_absolute_error: 0.1361, number_of_instances: 50000, precision: 0.8986, predictive_accuracy: 0.9266, prior_entropy: 0.3787, recall: 0.9266, relative_absolute_error: 0.9576, root_mean_prior_squared_error: 0.2609, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.988,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.954, kappa: 0.9489, kb_relative_information_score: 1808.8585, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9543, predictive_accuracy: 0.954, prior_entropy: 3.3219, recall: 0.954, relative_absolute_error: 0.1692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.3246,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.6468, kappa: 0.5481, kb_relative_information_score: 392.6718, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.3132, number_of_instances: 736, precision: 0.6536, predictive_accuracy: 0.6495, prior_entropy: 2.2629, recall: 0.6495, relative_absolute_error: 0.5774, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3054, root_relative_squared_error: 0.7719,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 1831.2923, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9632, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.1506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.3088,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9515, kappa: 0.9494, kb_relative_information_score: 18636.3541, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9518, predictive_accuracy: 0.9514, prior_entropy: 4.6998, recall: 0.9514, relative_absolute_error: 0.1481, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.3235,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 1827.6154, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9612, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.3113,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set kc2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8003, f_measure: 0.8217, kappa: 0.4176, kb_relative_information_score: 131.8367, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8218, predictive_accuracy: 0.8372, prior_entropy: 0.734, recall: 0.8372, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.8573,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set dresses-sales
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.614, f_measure: 0.5896, kappa: 0.1538, kb_relative_information_score: 29.5767, mean_absolute_error: 0.4618, mean_prior_absolute_error: 0.4873, number_of_instances: 500, precision: 0.593, predictive_accuracy: 0.604, prior_entropy: 0.9816, recall: 0.604, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.494, root_relative_squared_error: 1.001,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.748, kappa: 0.7233, kb_relative_information_score: 1424.6484, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7468, predictive_accuracy: 0.751, prior_entropy: 3.3219, recall: 0.751, relative_absolute_error: 0.4088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.653,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set ada_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8868, f_measure: 0.8414, kappa: 0.5615, kb_relative_information_score: 1832.3655, mean_absolute_error: 0.2136, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.841, predictive_accuracy: 0.8477, prior_entropy: 0.8085, recall: 0.8477, relative_absolute_error: 0.5724, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.7691,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.748, kappa: 0.7233, kb_relative_information_score: 1424.6484, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7468, predictive_accuracy: 0.751, prior_entropy: 3.3219, recall: 0.751, relative_absolute_error: 0.4088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.653,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.7881, kappa: 0.5727, kb_relative_information_score: 1583.6314, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7881, predictive_accuracy: 0.7883, prior_entropy: 0.9948, recall: 0.7883, relative_absolute_error: 0.6052, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3894, root_relative_squared_error: 0.7816,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.8727, kappa: 0.7428, kb_relative_information_score: 425.1087, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8734, predictive_accuracy: 0.8725, prior_entropy: 0.9913, recall: 0.8725, relative_absolute_error: 0.4083, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.315, root_relative_squared_error: 0.6339,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set jm1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.737, f_measure: 0.7763, kappa: 0.2089, kb_relative_information_score: 494.4307, mean_absolute_error: 0.266, mean_prior_absolute_error: 0.3121, number_of_instances: 10885, precision: 0.7812, predictive_accuracy: 0.8153, prior_entropy: 0.7088, recall: 0.8153, relative_absolute_error: 0.8523, root_mean_prior_squared_error: 0.395, root_mean_squared_error: 0.37, root_relative_squared_error: 0.9366,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set hill-valley
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6015, f_measure: 0.5841, kappa: 0.1683, kb_relative_information_score: 109.2668, mean_absolute_error: 0.4604, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5842, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.516, root_relative_squared_error: 1.0319,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9699, kappa: 0.964, kb_relative_information_score: 551.9124, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.2778, number_of_instances: 600, precision: 0.97, predictive_accuracy: 0.97, prior_entropy: 2.585, recall: 0.97, relative_absolute_error: 0.1356, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1068, root_relative_squared_error: 0.2866,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.8385, kappa: 0.6769, kb_relative_information_score: 1301.3587, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8385, predictive_accuracy: 0.8385, prior_entropy: 1, recall: 0.8385, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.6971,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9234, kappa: 0.915, kb_relative_information_score: 1653.8745, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9236, predictive_accuracy: 0.9235, prior_entropy: 3.3219, recall: 0.9235, relative_absolute_error: 0.2979, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.4417,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set pc3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7789, f_measure: 0.8538, kappa: 0.0563, kb_relative_information_score: -336.3631, mean_absolute_error: 0.1567, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.838, predictive_accuracy: 0.89, prior_entropy: 0.478, recall: 0.89, relative_absolute_error: 0.8508, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.9551,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set analcatdata_authorship
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9691, kappa: 0.955, kb_relative_information_score: 696.3198, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.3439, number_of_instances: 841, precision: 0.9692, predictive_accuracy: 0.9691, prior_entropy: 1.7898, recall: 0.9691, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.4146, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.3682,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 3154.6775, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, recall: 0.995, relative_absolute_error: 0.0138, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.1246,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set spambase
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9481, kappa: 0.8912, kb_relative_information_score: 3692.8489, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.9482, predictive_accuracy: 0.9483, prior_entropy: 0.9674, recall: 0.9483, relative_absolute_error: 0.2172, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.424,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set monks-problems-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 522.3182, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0663, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.2328,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set pc4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8914, kappa: 0.4558, kb_relative_information_score: 308.2773, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8887, predictive_accuracy: 0.9005, prior_entropy: 0.5368, recall: 0.9005, relative_absolute_error: 0.6116, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2568, root_relative_squared_error: 0.7844,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set scene
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.977, kappa: 0.9201, kb_relative_information_score: 2008.3758, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.978, predictive_accuracy: 0.9776, prior_entropy: 0.6786, recall: 0.9776, relative_absolute_error: 0.1706, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.149, root_relative_squared_error: 0.3887,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.8651, kappa: 0.7269, kb_relative_information_score: 411.1262, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8651, predictive_accuracy: 0.8652, prior_entropy: 0.9913, recall: 0.8652, relative_absolute_error: 0.4328, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.323, root_relative_squared_error: 0.65,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.8191, kappa: 0.8006, kb_relative_information_score: 1547.8281, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.82, predictive_accuracy: 0.8205, prior_entropy: 3.3219, recall: 0.8205, relative_absolute_error: 0.3604, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.165, root_relative_squared_error: 0.5501,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set KDDCup09_upselling
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.801, f_measure: 0.9437, kappa: 0.5405, kb_relative_information_score: 4028.5908, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.1364, number_of_instances: 50000, precision: 0.9458, predictive_accuracy: 0.9508, prior_entropy: 0.3794, recall: 0.9508, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.2612, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.8224,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set kc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.8259, kappa: 0.2633, kb_relative_information_score: 88.2111, mean_absolute_error: 0.2061, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8221, predictive_accuracy: 0.8506, prior_entropy: 0.622, recall: 0.8506, relative_absolute_error: 0.7878, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.9117,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set climate-model-simulation-crashes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7929, f_measure: 0.8909, kappa: 0.1902, kb_relative_information_score: -172.4773, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.884, predictive_accuracy: 0.9111, prior_entropy: 0.4254, recall: 0.9111, relative_absolute_error: 0.8603, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2678, root_relative_squared_error: 0.9592,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set MiceProtein
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9989, kb_relative_information_score: 1022.1363, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 2.9931, recall: 0.9991, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0672, root_relative_squared_error: 0.2034,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set musk
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9974, kappa: 0.9901, kb_relative_information_score: 6389.0597, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.6204, recall: 0.9974, relative_absolute_error: 0.0336, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.1407,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set phoneme
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.901, kappa: 0.7592, kb_relative_information_score: 3543.6818, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9007, predictive_accuracy: 0.9019, prior_entropy: 0.8733, recall: 0.9019, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.5854,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9721, kappa: 0.969, kb_relative_information_score: 5191.2803, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9722, predictive_accuracy: 0.9721, prior_entropy: 3.3218, recall: 0.9721, relative_absolute_error: 0.1435, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.086, root_relative_squared_error: 0.2866,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9575, kappa: 0.9528, kb_relative_information_score: 1823.722, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9578, predictive_accuracy: 0.9575, prior_entropy: 3.3219, recall: 0.9575, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3205,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set collins
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.994, kappa: 0.9934, kb_relative_information_score: 487.9529, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1212, number_of_instances: 500, precision: 0.9944, predictive_accuracy: 0.994, prior_entropy: 3.6642, recall: 0.994, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.0334, root_relative_squared_error: 0.1359,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set profb
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6339, f_measure: 0.6097, kappa: 0.0962, kb_relative_information_score: 42.1865, mean_absolute_error: 0.4086, mean_prior_absolute_error: 0.4446, number_of_instances: 672, precision: 0.6066, predictive_accuracy: 0.6458, prior_entropy: 0.9188, recall: 0.6458, relative_absolute_error: 0.919, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4652, root_relative_squared_error: 0.9868,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set JapaneseVowels
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9627, kappa: 0.9579, kb_relative_information_score: 9033.7865, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, precision: 0.9626, predictive_accuracy: 0.9629, prior_entropy: 3.1321, recall: 0.9629, relative_absolute_error: 0.1693, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1013, root_relative_squared_error: 0.3234,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set micro-mass
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.8451, kappa: 0.8358, kb_relative_information_score: 470.5673, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.853, predictive_accuracy: 0.8459, prior_entropy: 4.208, recall: 0.8459, relative_absolute_error: 0.3255, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.5055,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8157, f_measure: 0.7399, kappa: 0.4185, kb_relative_information_score: 221.1222, mean_absolute_error: 0.3271, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7393, predictive_accuracy: 0.7461, prior_entropy: 0.9335, recall: 0.7461, relative_absolute_error: 0.7198, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4041, root_relative_squared_error: 0.8478,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set vowel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.942, kappa: 0.9367, kb_relative_information_score: 869.4611, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9438, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.3837,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.7207, kappa: 0.6376, kb_relative_information_score: 557.4503, mean_absolute_error: 0.1567, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.7159, predictive_accuracy: 0.7281, prior_entropy: 1.9991, recall: 0.7281, relative_absolute_error: 0.4182, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2863, root_relative_squared_error: 0.6612,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.92, kappa: 0.9133, kb_relative_information_score: 636.4307, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9217, predictive_accuracy: 0.9209, prior_entropy: 3.8572, recall: 0.9209, relative_absolute_error: 0.1174, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.3294,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set cylinder-bands
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8618, f_measure: 0.7905, kappa: 0.5683, kb_relative_information_score: 194.567, mean_absolute_error: 0.327, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7922, predictive_accuracy: 0.7926, prior_entropy: 0.9826, recall: 0.7926, relative_absolute_error: 0.6701, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7885,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6739, f_measure: 0.7691, kappa: 0.0587, kb_relative_information_score: -2835.6612, mean_absolute_error: 0.2601, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.791, predictive_accuracy: 0.8333, prior_entropy: 0.6541, recall: 0.8333, relative_absolute_error: 0.9287, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.9707,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set first-order-theorem-proving
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.6075, kappa: 0.4798, kb_relative_information_score: 2712.3258, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6022, predictive_accuracy: 0.618, prior_entropy: 2.3005, recall: 0.618, relative_absolute_error: 0.6456, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.8343,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set one-hundred-plants-margin
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.6842, kappa: 0.6856, kb_relative_information_score: 1164.5439, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0198, number_of_instances: 1600, precision: 0.6911, predictive_accuracy: 0.6888, prior_entropy: 6.6439, recall: 0.6888, relative_absolute_error: 0.6178, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.7257,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9294, kappa: 0.8587, kb_relative_information_score: 2480.1289, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.9294, predictive_accuracy: 0.9294, prior_entropy: 0.9998, recall: 0.9294, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.4934,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9294, kappa: 0.8587, kb_relative_information_score: 2480.1289, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.9294, predictive_accuracy: 0.9294, prior_entropy: 0.9998, recall: 0.9294, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.4934,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9449, kappa: 0.863, kb_relative_information_score: 751.931, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.946, predictive_accuracy: 0.9443, prior_entropy: 1.2149, recall: 0.9443, relative_absolute_error: 0.1756, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.4575,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.7127, kappa: 0.7183, kb_relative_information_score: 1185.6252, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7185, predictive_accuracy: 0.7211, prior_entropy: 6.6438, recall: 0.7211, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.6862,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9127, f_measure: 0.8578, kappa: 0.5979, kb_relative_information_score: 21553.15, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.3641, number_of_instances: 48842, precision: 0.8573, predictive_accuracy: 0.8628, prior_entropy: 0.7939, recall: 0.8628, relative_absolute_error: 0.533, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.7273,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set pc4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8879, kappa: 0.4386, kb_relative_information_score: 346.0899, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8847, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.5915, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.7997,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7598, f_measure: 0.7255, kappa: 0.322, kb_relative_information_score: 160.7759, mean_absolute_error: 0.3471, mean_prior_absolute_error: 0.4202, number_of_instances: 1000, precision: 0.7268, predictive_accuracy: 0.744, prior_entropy: 0.8818, recall: 0.744, relative_absolute_error: 0.826, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4149, root_relative_squared_error: 0.9054,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set pc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.9248, kappa: 0.329, kb_relative_information_score: -399.3926, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9245, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.7852, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.9278,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9267, kappa: 0.8501, kb_relative_information_score: 35452.9916, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.9269, predictive_accuracy: 0.9266, prior_entropy: 0.9835, recall: 0.9266, relative_absolute_error: 0.231, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2347, root_relative_squared_error: 0.4749,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set irish
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.986, kappa: 0.9717, kb_relative_information_score: 470.4643, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.4938, number_of_instances: 500, precision: 0.9862, predictive_accuracy: 0.986, prior_entropy: 0.991, recall: 0.986, relative_absolute_error: 0.0671, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.124, root_relative_squared_error: 0.2495,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set cnae-9
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9058, kappa: 0.8938, kb_relative_information_score: 939.5038, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.1975, number_of_instances: 1080, precision: 0.9065, predictive_accuracy: 0.9056, prior_entropy: 3.1699, recall: 0.9056, relative_absolute_error: 0.2006, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.127, root_relative_squared_error: 0.4042,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set one-hundred-plants-shape
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9398, f_measure: 0.5702, kappa: 0.5751, kb_relative_information_score: 1105.5715, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0198, number_of_instances: 1600, precision: 0.5713, predictive_accuracy: 0.5794, prior_entropy: 6.6439, recall: 0.5794, relative_absolute_error: 0.5875, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.7614,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set bank-marketing
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.8963, kappa: 0.4629, kb_relative_information_score: 9272.1792, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8934, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6253, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.254, root_relative_squared_error: 0.7904,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8126, kappa: 0.7155, kb_relative_information_score: 300.4433, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.3798, number_of_instances: 625, precision: 0.7813, predictive_accuracy: 0.8464, prior_entropy: 1.3212, recall: 0.8464, relative_absolute_error: 0.5119, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.671,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set analcatdata_authorship
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9869, kappa: 0.981, kb_relative_information_score: 711.6188, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.3439, number_of_instances: 841, precision: 0.9869, predictive_accuracy: 0.9869, prior_entropy: 1.7898, recall: 0.9869, relative_absolute_error: 0.2239, root_mean_prior_squared_error: 0.4146, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.338,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set analcatdata_dmft
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5713, f_measure: 0.1882, kappa: 0.0271, kb_relative_information_score: 62.8827, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1901, predictive_accuracy: 0.1932, prior_entropy: 2.5803, recall: 0.1932, relative_absolute_error: 0.9829, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3729, root_relative_squared_error: 1.0013,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set gas-drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9935, kappa: 0.9921, kb_relative_information_score: 13623.623, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9935, predictive_accuracy: 0.9935, prior_entropy: 2.5457, recall: 0.9935, relative_absolute_error: 0.034, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0516, root_relative_squared_error: 0.1392,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9643, kappa: 0.9211, kb_relative_information_score: 604.0546, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.4519, number_of_instances: 699, precision: 0.9644, predictive_accuracy: 0.9642, prior_entropy: 0.9297, recall: 0.9642, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.3573,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set splice
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9528, kappa: 0.9234, kb_relative_information_score: 2784.3838, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9532, predictive_accuracy: 0.9527, prior_entropy: 1.4804, recall: 0.9527, relative_absolute_error: 0.1628, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3565,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9891, kappa: 0.9779, kb_relative_information_score: 1284.4943, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9891, predictive_accuracy: 0.9891, prior_entropy: 0.9912, recall: 0.9891, relative_absolute_error: 0.0741, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.2125,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set LED-display-domain-7digit
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.6963, kappa: 0.6618, kb_relative_information_score: 302.2212, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.6979, predictive_accuracy: 0.696, prior_entropy: 3.3127, recall: 0.696, relative_absolute_error: 0.5646, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.7062,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set spambase
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9499, kappa: 0.8949, kb_relative_information_score: 3699.4858, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.95, predictive_accuracy: 0.95, prior_entropy: 0.9674, recall: 0.95, relative_absolute_error: 0.216, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.4189,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set qsar-biodeg
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.8618, kappa: 0.6879, kb_relative_information_score: 563.4255, mean_absolute_error: 0.2169, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8619, predictive_accuracy: 0.8635, prior_entropy: 0.9226, recall: 0.8635, relative_absolute_error: 0.4849, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.6886,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 1827.6154, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9612, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.3113,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9801, kappa: 0.9561, kb_relative_information_score: 784.9449, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9802, predictive_accuracy: 0.9802, prior_entropy: 0.9312, recall: 0.9802, relative_absolute_error: 0.2121, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.17, root_relative_squared_error: 0.3572,
Jan van Rijn 7 years ago
ran flow openmlpimp.sklearn.beam_search ... st.RandomForestClassifier))(1) on task Supervised Classification on data set monks-problems-2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9833, kappa: 0.963, kb_relative_information_score: 497.5434, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9833, predictive_accuracy: 0.9834, prior_entropy: 0.9279, recall: 0.9834, relative_absolute_error: 0.1992, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3458,