OpenML

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set pendigits

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9313, kappa: 0.9236, kb_relative_information_score: 10015.4543, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9315, predictive_accuracy: 0.9312, prior_entropy: 3.3208, recall: 0.9312, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.3739,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set haberman

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6576, f_measure: 0.6903, kappa: 0.1548, kb_relative_information_score: 27.6787, mean_absolute_error: 0.3437, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.697, predictive_accuracy: 0.7386, prior_entropy: 0.836, recall: 0.7386, relative_absolute_error: 0.8812, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.4313, root_relative_squared_error: 0.9776,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set spambase

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9271, kappa: 0.8467, kb_relative_information_score: 3468.3643, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.9274, predictive_accuracy: 0.9274, prior_entropy: 0.9674, recall: 0.9274, relative_absolute_error: 0.2647, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.5077,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set splice

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9661, kappa: 0.9449, kb_relative_information_score: 2702.9985, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 1.4804, recall: 0.9661, relative_absolute_error: 0.2046, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3633,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set backache

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5963, f_measure: 0.8084, kappa: 0.0795, kb_relative_information_score: -3.1528, mean_absolute_error: 0.2164, mean_prior_absolute_error: 0.2421, number_of_instances: 180, precision: 0.7936, predictive_accuracy: 0.85, prior_entropy: 0.5917, recall: 0.85, relative_absolute_error: 0.8941, root_mean_prior_squared_error: 0.3459, root_mean_squared_error: 0.3579, root_relative_squared_error: 1.0347,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set prnn_synth

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.84, kappa: 0.68, kb_relative_information_score: 147.113, mean_absolute_error: 0.2143, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8401, predictive_accuracy: 0.84, prior_entropy: 1, recall: 0.84, relative_absolute_error: 0.4285, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3814, root_relative_squared_error: 0.7627,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set schizo

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5994, f_measure: 0.5972, kappa: 0.1949, kb_relative_information_score: 34.0431, mean_absolute_error: 0.4528, mean_prior_absolute_error: 0.4992, number_of_instances: 340, precision: 0.5985, predictive_accuracy: 0.5971, prior_entropy: 0.9988, recall: 0.5971, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5294, root_relative_squared_error: 1.0598,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set analcatdata_dmft

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5492, f_measure: 0.2026, kappa: 0.0403, kb_relative_information_score: 81.0062, mean_absolute_error: 0.2699, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2069, predictive_accuracy: 0.2033, prior_entropy: 2.5803, recall: 0.2033, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.4112, root_relative_squared_error: 1.1042,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set mushroom

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9999, kappa: 0.9998, kb_relative_information_score: 8121.9925, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9999, predictive_accuracy: 0.9999, prior_entropy: 0.9991, recall: 0.9999, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0111, root_relative_squared_error: 0.0222,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set diabetes

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.7647, kappa: 0.4725, kb_relative_information_score: 237.1132, mean_absolute_error: 0.3204, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7668, predictive_accuracy: 0.7721, prior_entropy: 0.9335, recall: 0.7721, relative_absolute_error: 0.705, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.407, root_relative_squared_error: 0.8538,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set sonar

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7455, f_measure: 0.731, kappa: 0.4605, kb_relative_information_score: 93.8259, mean_absolute_error: 0.2736, mean_prior_absolute_error: 0.4978, number_of_instances: 208, precision: 0.7318, predictive_accuracy: 0.7308, prior_entropy: 0.9968, recall: 0.7308, relative_absolute_error: 0.5496, root_mean_prior_squared_error: 0.4989, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.01,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set heart-statlog

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7893, kappa: 0.5743, kb_relative_information_score: 137.395, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4939, number_of_instances: 270, precision: 0.7902, predictive_accuracy: 0.7889, prior_entropy: 0.9912, recall: 0.7889, relative_absolute_error: 0.5023, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.8693,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set vehicle

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.7618, kappa: 0.6831, kb_relative_information_score: 580.5942, mean_absolute_error: 0.1404, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.7613, predictive_accuracy: 0.7624, prior_entropy: 1.9991, recall: 0.7624, relative_absolute_error: 0.3744, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3148, root_relative_squared_error: 0.7272,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set vote

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9609, kappa: 0.9173, kb_relative_information_score: 399.9725, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.4742, number_of_instances: 435, precision: 0.9609, predictive_accuracy: 0.9609, prior_entropy: 0.9627, recall: 0.9609, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4869, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.3833,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set ionosphere

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.8646, kappa: 0.7034, kb_relative_information_score: 234.1593, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.4604, number_of_instances: 351, precision: 0.865, predictive_accuracy: 0.8661, prior_entropy: 0.9425, recall: 0.8661, relative_absolute_error: 0.3297, root_mean_prior_squared_error: 0.4797, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.7063,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set waveform-5000

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.8628, kappa: 0.7942, kb_relative_information_score: 3563.8731, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8628, predictive_accuracy: 0.8628, prior_entropy: 1.5849, recall: 0.8628, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.5456,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set satimage

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8166, kappa: 0.7943, kb_relative_information_score: 4770.3465, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.815, predictive_accuracy: 0.8355, prior_entropy: 2.4836, recall: 0.8355, relative_absolute_error: 0.3526, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.5588,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set flags

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8258, kappa: 0.4992, kb_relative_information_score: 94.4234, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.2006, number_of_instances: 194, predictive_accuracy: 0.6134, prior_entropy: 2.5862, recall: 0.6134, relative_absolute_error: 0.5253, root_mean_prior_squared_error: 0.3162, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.869,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set isolet

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction file contains missing values for important attribute (confidence.1).

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7234, f_measure: 0.732, kappa: 0.4928, kb_relative_information_score: 181.2605, mean_absolute_error: 0.3483, mean_prior_absolute_error: 0.5, number_of_instances: 556, precision: 0.814, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4287, root_relative_squared_error: 0.8574,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set monks-problems-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9874, kappa: 0.9747, kb_relative_information_score: 524.1676, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9874, predictive_accuracy: 0.9874, prior_entropy: 0.9989, recall: 0.9874, relative_absolute_error: 0.0621, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.2356,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set irish

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.984, kappa: 0.9677, kb_relative_information_score: 472.7001, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.4938, number_of_instances: 500, precision: 0.9842, predictive_accuracy: 0.984, prior_entropy: 0.991, recall: 0.984, relative_absolute_error: 0.0605, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.2633,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set profb

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6928, f_measure: 0.6996, kappa: 0.3162, kb_relative_information_score: 156.7564, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.4446, number_of_instances: 672, precision: 0.697, predictive_accuracy: 0.7039, prior_entropy: 0.9188, recall: 0.7039, relative_absolute_error: 0.7426, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4896, root_relative_squared_error: 1.0387,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set lupus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, f_measure: 0.735, kappa: 0.4477, kb_relative_information_score: 29.0424, mean_absolute_error: 0.3287, mean_prior_absolute_error: 0.4813, number_of_instances: 87, precision: 0.7345, predictive_accuracy: 0.7356, prior_entropy: 0.9735, recall: 0.7356, relative_absolute_error: 0.6828, root_mean_prior_squared_error: 0.4904, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.8755,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set collins

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.998, kappa: 0.9978, kb_relative_information_score: 495.9378, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.1212, number_of_instances: 500, precision: 0.9981, predictive_accuracy: 0.998, prior_entropy: 3.6642, recall: 0.998, relative_absolute_error: 0.0056, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.0216, root_relative_squared_error: 0.0878,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set desharnais

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6849, f_measure: 0.6189, kappa: 0.3288, kb_relative_information_score: 24.1156, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.6206, predictive_accuracy: 0.6173, prior_entropy: 1.3765, recall: 0.6173, relative_absolute_error: 0.7678, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.4643, root_relative_squared_error: 1.0679,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Breast_Prostate

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9855, kappa: 0.9478, kb_relative_information_score: 385.9742, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.2794, number_of_instances: 413, precision: 0.9855, predictive_accuracy: 0.9855, prior_entropy: 0.6547, recall: 0.9855, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.373, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3073,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Prostate_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.964, kappa: 0.9223, kb_relative_information_score: 176.4791, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9656, predictive_accuracy: 0.9637, prior_entropy: 0.9418, recall: 0.9637, relative_absolute_error: 0.0826, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.3973,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Colon

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9675, kappa: 0.8854, kb_relative_information_score: 301.7868, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.291, number_of_instances: 347, precision: 0.9682, predictive_accuracy: 0.9683, prior_entropy: 0.6749, recall: 0.9683, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.3806, root_mean_squared_error: 0.16, root_relative_squared_error: 0.4204,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Omentum

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.9059, kappa: 0.8094, kb_relative_information_score: 111.5594, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.4934, number_of_instances: 138, precision: 0.906, predictive_accuracy: 0.9058, prior_entropy: 0.9906, recall: 0.9058, relative_absolute_error: 0.19, root_mean_prior_squared_error: 0.4966, root_mean_squared_error: 0.3054, root_relative_squared_error: 0.615,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Prostate_Ovary

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9776, kappa: 0.9419, kb_relative_information_score: 248.591, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.3842, number_of_instances: 267, precision: 0.9779, predictive_accuracy: 0.9775, prior_entropy: 0.8271, recall: 0.9775, relative_absolute_error: 0.0601, root_mean_prior_squared_error: 0.4378, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.3387,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Colon_Ovary

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.938, kappa: 0.8718, kb_relative_information_score: 411.065, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.4835, number_of_instances: 484, precision: 0.938, predictive_accuracy: 0.938, prior_entropy: 0.9762, recall: 0.938, relative_absolute_error: 0.154, root_mean_prior_squared_error: 0.4917, root_mean_squared_error: 0.2456, root_relative_squared_error: 0.4995,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.9363, kappa: 0.8564, kb_relative_information_score: 157.9337, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4402, number_of_instances: 187, precision: 0.9378, predictive_accuracy: 0.9358, prior_entropy: 0.9129, recall: 0.9358, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4688, root_mean_squared_error: 0.2533, root_relative_squared_error: 0.5403,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Prostate_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9744, kappa: 0.9441, kb_relative_information_score: 183.4107, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.4577, number_of_instances: 195, precision: 0.9745, predictive_accuracy: 0.9744, prior_entropy: 0.9387, recall: 0.9744, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.4782, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.3349,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Omentum_Ovary

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7733, f_measure: 0.7617, kappa: 0.3838, kb_relative_information_score: 107.0784, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.4039, number_of_instances: 275, precision: 0.764, predictive_accuracy: 0.7782, prior_entropy: 0.8576, recall: 0.7782, relative_absolute_error: 0.5624, root_mean_prior_squared_error: 0.449, root_mean_squared_error: 0.4497, root_relative_squared_error: 1.0015,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9783, kappa: 0.9296, kb_relative_information_score: 292.5251, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.309, number_of_instances: 321, precision: 0.9784, predictive_accuracy: 0.9782, prior_entropy: 0.7055, recall: 0.9782, relative_absolute_error: 0.0705, root_mean_prior_squared_error: 0.3923, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.3708,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Breast_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.9619, kappa: 0.9224, kb_relative_information_score: 538.3637, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.4904, number_of_instances: 604, precision: 0.962, predictive_accuracy: 0.9619, prior_entropy: 0.9861, recall: 0.9619, relative_absolute_error: 0.1173, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.3969,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Ovary

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.9, kappa: 0.7141, kb_relative_information_score: 179.2236, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.3612, number_of_instances: 259, precision: 0.9012, predictive_accuracy: 0.9035, prior_entropy: 0.7909, recall: 0.9035, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.4243, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.7089,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Colon_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.9341, kappa: 0.8436, kb_relative_information_score: 341.0196, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4223, number_of_instances: 410, precision: 0.934, predictive_accuracy: 0.9341, prior_entropy: 0.8854, recall: 0.9341, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.4593, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.5576,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Ovary_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.8639, kappa: 0.7141, kb_relative_information_score: 226.2941, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.4738, number_of_instances: 322, precision: 0.8651, predictive_accuracy: 0.8634, prior_entropy: 0.962, recall: 0.8634, relative_absolute_error: 0.2905, root_mean_prior_squared_error: 0.4866, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.7592,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Lung_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.969, kappa: 0.9296, kb_relative_information_score: 356.8791, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.4401, number_of_instances: 386, precision: 0.9691, predictive_accuracy: 0.9689, prior_entropy: 0.9122, recall: 0.9689, relative_absolute_error: 0.0707, root_mean_prior_squared_error: 0.4689, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.376,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set dbworld-subjects

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.8909, kappa: 0.7813, kb_relative_information_score: 49.5267, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.4957, number_of_instances: 64, precision: 0.895, predictive_accuracy: 0.8906, prior_entropy: 0.994, recall: 0.8906, relative_absolute_error: 0.2262, root_mean_prior_squared_error: 0.4978, root_mean_squared_error: 0.3314, root_relative_squared_error: 0.6658,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set wilt

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9662, kappa: 0.6602, kb_relative_information_score: 1477.1376, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9656, predictive_accuracy: 0.9671, prior_entropy: 0.3037, recall: 0.9671, relative_absolute_error: 0.4499, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.161, root_relative_squared_error: 0.7126,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set robot-failures-lp2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7618, f_measure: 0.4973, kappa: 0.3175, kb_relative_information_score: 15.8814, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.2956, number_of_instances: 47, precision: 0.5043, predictive_accuracy: 0.5319, prior_entropy: 2.1501, recall: 0.5319, relative_absolute_error: 0.6838, root_mean_prior_squared_error: 0.3829, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.0617,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Breast

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9774, kappa: 0.9101, kb_relative_information_score: 358.3766, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.2571, number_of_instances: 405, precision: 0.9776, predictive_accuracy: 0.9778, prior_entropy: 0.6157, recall: 0.9778, relative_absolute_error: 0.0889, root_mean_prior_squared_error: 0.3577, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.4142,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Omentum_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.8811, kappa: 0.7498, kb_relative_information_score: 149.0786, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.4729, number_of_instances: 201, precision: 0.8824, predictive_accuracy: 0.8806, prior_entropy: 0.961, recall: 0.8806, relative_absolute_error: 0.2513, root_mean_prior_squared_error: 0.4861, root_mean_squared_error: 0.344, root_relative_squared_error: 0.7076,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Omentum_Prostate

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9589, kappa: 0.9176, kb_relative_information_score: 133.9425, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.4985, number_of_instances: 146, precision: 0.9589, predictive_accuracy: 0.9589, prior_entropy: 0.9979, recall: 0.9589, relative_absolute_error: 0.0824, root_mean_prior_squared_error: 0.4992, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.4055,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Colon_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.9421, kappa: 0.8646, kb_relative_information_score: 350.2381, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.425, number_of_instances: 412, precision: 0.9429, predictive_accuracy: 0.9417, prior_entropy: 0.8894, recall: 0.9417, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.4608, root_mean_squared_error: 0.242, root_relative_squared_error: 0.5253,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Omentum_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8868, kappa: 0.76, kb_relative_information_score: 151.9345, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.4712, number_of_instances: 203, precision: 0.887, predictive_accuracy: 0.8867, prior_entropy: 0.9584, recall: 0.8867, relative_absolute_error: 0.2453, root_mean_prior_squared_error: 0.4852, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.6949,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Colon_Prostate

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9773, kappa: 0.9272, kb_relative_information_score: 324.0533, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.3142, number_of_instances: 355, precision: 0.9773, predictive_accuracy: 0.9775, prior_entropy: 0.714, recall: 0.9775, relative_absolute_error: 0.0733, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.3575,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Prostate

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9692, kappa: 0.9381, kb_relative_information_score: 121.9468, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.4981, number_of_instances: 130, precision: 0.9696, predictive_accuracy: 0.9692, prior_entropy: 0.9973, recall: 0.9692, relative_absolute_error: 0.0618, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.3515,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Breast_Colon

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.9492, kappa: 0.8975, kb_relative_information_score: 557.5988, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.4958, number_of_instances: 630, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 0.9939, recall: 0.9492, relative_absolute_error: 0.1177, root_mean_prior_squared_error: 0.4979, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.4512,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Ovary_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9716, kappa: 0.9421, kb_relative_information_score: 431.2518, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.4909, number_of_instances: 458, precision: 0.9716, predictive_accuracy: 0.9716, prior_entropy: 0.9869, recall: 0.9716, relative_absolute_error: 0.0578, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.3401,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7028, f_measure: 0.6996, kappa: 0.3264, kb_relative_information_score: 49.8905, mean_absolute_error: 0.3076, mean_prior_absolute_error: 0.4426, number_of_instances: 185, precision: 0.7026, predictive_accuracy: 0.6973, prior_entropy: 0.9165, recall: 0.6973, relative_absolute_error: 0.6949, root_mean_prior_squared_error: 0.4701, root_mean_squared_error: 0.5357, root_relative_squared_error: 1.1395,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Breast_Ovary

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9611, kappa: 0.9158, kb_relative_information_score: 494.3916, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.4639, number_of_instances: 542, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9474, recall: 0.9613, relative_absolute_error: 0.0856, root_mean_prior_squared_error: 0.4815, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.3941,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.8456, kappa: 0.5626, kb_relative_information_score: 20121.4962, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.3641, number_of_instances: 48842, precision: 0.8446, predictive_accuracy: 0.8513, prior_entropy: 0.7939, recall: 0.8513, relative_absolute_error: 0.5622, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.7507,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set breast-tissue

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7152, f_measure: 0.5175, kappa: 0.2867, kb_relative_information_score: 36.4691, mean_absolute_error: 0.2558, mean_prior_absolute_error: 0.3444, number_of_instances: 106, precision: 0.5153, predictive_accuracy: 0.5283, prior_entropy: 1.8455, recall: 0.5283, relative_absolute_error: 0.7426, root_mean_prior_squared_error: 0.4143, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9929,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set autoUniv-au6-400

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5236, kappa: 0.0635, kb_relative_information_score: 31.6157, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.2075, number_of_instances: 400, predictive_accuracy: 0.305, prior_entropy: 2.7777, recall: 0.305, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.322, root_mean_squared_error: 0.3266, root_relative_squared_error: 1.0145,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set robot-failures-lp1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8498, f_measure: 0.7128, kappa: 0.6485, kb_relative_information_score: 50.4433, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.3623, number_of_instances: 88, precision: 0.7496, predictive_accuracy: 0.75, prior_entropy: 1.9347, recall: 0.75, relative_absolute_error: 0.4651, root_mean_prior_squared_error: 0.4253, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.8147,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set robot-failures-lp4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7642, f_measure: 0.6332, kappa: 0.3121, kb_relative_information_score: 46.7644, mean_absolute_error: 0.2415, mean_prior_absolute_error: 0.3667, number_of_instances: 117, precision: 0.6299, predictive_accuracy: 0.641, prior_entropy: 1.3564, recall: 0.641, relative_absolute_error: 0.6586, root_mean_prior_squared_error: 0.427, root_mean_squared_error: 0.4198, root_relative_squared_error: 0.983,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set robot-failures-lp5

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6921, f_measure: 0.4489, kappa: 0.3077, kb_relative_information_score: 56.2767, mean_absolute_error: 0.2349, mean_prior_absolute_error: 0.3119, number_of_instances: 164, precision: 0.4459, predictive_accuracy: 0.4695, prior_entropy: 2.2525, recall: 0.4695, relative_absolute_error: 0.753, root_mean_prior_squared_error: 0.3948, root_mean_squared_error: 0.4112, root_relative_squared_error: 1.0417,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set teachingAssistant

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7291, f_measure: 0.5981, kappa: 0.4045, kb_relative_information_score: 62.7864, mean_absolute_error: 0.2905, mean_prior_absolute_error: 0.4443, number_of_instances: 151, precision: 0.6009, predictive_accuracy: 0.6026, prior_entropy: 1.5845, recall: 0.6026, relative_absolute_error: 0.6537, root_mean_prior_squared_error: 0.4713, root_mean_squared_error: 0.4897, root_relative_squared_error: 1.039,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set MagicTelescope

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.781, kappa: 0.5102, kb_relative_information_score: 7116.4492, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.456, number_of_instances: 19020, precision: 0.7859, predictive_accuracy: 0.7889, prior_entropy: 0.9355, recall: 0.7889, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.4775, root_mean_squared_error: 0.385, root_relative_squared_error: 0.8063,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set badges2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 292.0156, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.4088, number_of_instances: 294, precision: 1, predictive_accuracy: 1, prior_entropy: 0.865, recall: 1, relative_absolute_error: 0.0066, root_mean_prior_squared_error: 0.4518, root_mean_squared_error: 0.0084, root_relative_squared_error: 0.0187,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Uterus_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.9713, kappa: 0.9344, kb_relative_information_score: 354.1854, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9713, predictive_accuracy: 0.9714, prior_entropy: 0.9085, recall: 0.9714, relative_absolute_error: 0.0749, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.3643,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Colon_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.978, kappa: 0.9559, kb_relative_information_score: 507.1535, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.4989, number_of_instances: 546, precision: 0.978, predictive_accuracy: 0.978, prior_entropy: 0.9984, recall: 0.978, relative_absolute_error: 0.0797, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.1388, root_relative_squared_error: 0.2778,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Omentum_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9649, kappa: 0.9017, kb_relative_information_score: 296.9151, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.3534, number_of_instances: 337, precision: 0.9661, predictive_accuracy: 0.9644, prior_entropy: 0.7782, recall: 0.9644, relative_absolute_error: 0.1023, root_mean_prior_squared_error: 0.4199, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.4499,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Breast_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.9488, kappa: 0.8692, kb_relative_information_score: 401.2546, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.3929, number_of_instances: 470, precision: 0.9487, predictive_accuracy: 0.9489, prior_entropy: 0.8401, recall: 0.9489, relative_absolute_error: 0.1324, root_mean_prior_squared_error: 0.443, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.5067,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set OVA_Ovary

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.9158, kappa: 0.6116, kb_relative_information_score: 822.5205, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.2238, number_of_instances: 1545, precision: 0.9142, predictive_accuracy: 0.9184, prior_entropy: 0.5537, recall: 0.9184, relative_absolute_error: 0.3638, root_mean_prior_squared_error: 0.3343, root_mean_squared_error: 0.2845, root_relative_squared_error: 0.851,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Breast_Omentum

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.9561, kappa: 0.8494, kb_relative_information_score: 348.8159, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.2998, number_of_instances: 421, precision: 0.9568, predictive_accuracy: 0.9572, prior_entropy: 0.6896, recall: 0.9572, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.3866, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5178,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Ovary_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.9229, kappa: 0.8379, kb_relative_information_score: 269.4469, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4755, number_of_instances: 324, precision: 0.923, predictive_accuracy: 0.9228, prior_entropy: 0.9645, recall: 0.9228, relative_absolute_error: 0.1657, root_mean_prior_squared_error: 0.4875, root_mean_squared_error: 0.2659, root_relative_squared_error: 0.5454,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Breast_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.9551, kappa: 0.8845, kb_relative_information_score: 407.0107, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.39, number_of_instances: 468, precision: 0.955, predictive_accuracy: 0.9551, prior_entropy: 0.8356, recall: 0.9551, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.4413, root_mean_squared_error: 0.208, root_relative_squared_error: 0.4713,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set dbworld-subjects-stemmed

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.8908, kappa: 0.78, kb_relative_information_score: 49.1598, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.4957, number_of_instances: 64, precision: 0.8913, predictive_accuracy: 0.8906, prior_entropy: 0.994, recall: 0.8906, relative_absolute_error: 0.2309, root_mean_prior_squared_error: 0.4978, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.6644,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set robot-failures-lp3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7491, f_measure: 0.6153, kappa: 0.4276, kb_relative_information_score: 20.2495, mean_absolute_error: 0.2014, mean_prior_absolute_error: 0.3411, number_of_instances: 47, precision: 0.6196, predictive_accuracy: 0.617, prior_entropy: 1.8007, recall: 0.617, relative_absolute_error: 0.5904, root_mean_prior_squared_error: 0.4113, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.9785,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Lung_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.904, kappa: 0.808, kb_relative_information_score: 201.7735, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.9041, predictive_accuracy: 0.904, prior_entropy: 1, recall: 0.904, relative_absolute_error: 0.1939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.6032,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set OVA_Omentum

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7429, f_measure: 0.9399, kappa: 0.3203, kb_relative_information_score: 214.9679, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.0952, number_of_instances: 1545, precision: 0.9366, predictive_accuracy: 0.9443, prior_entropy: 0.2882, recall: 0.9443, relative_absolute_error: 0.5861, root_mean_prior_squared_error: 0.2176, root_mean_squared_error: 0.2356, root_relative_squared_error: 1.0827,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Colon_Omentum

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.914, kappa: 0.7408, kb_relative_information_score: 258.6758, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.3352, number_of_instances: 363, precision: 0.9135, predictive_accuracy: 0.9146, prior_entropy: 0.7485, recall: 0.9146, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.4088, root_mean_squared_error: 0.2782, root_relative_squared_error: 0.6804,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Prostate_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9939, kappa: 0.9815, kb_relative_information_score: 320.5841, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.3325, number_of_instances: 329, precision: 0.994, predictive_accuracy: 0.9939, prior_entropy: 0.7443, recall: 0.9939, relative_absolute_error: 0.0183, root_mean_prior_squared_error: 0.4071, root_mean_squared_error: 0.078, root_relative_squared_error: 0.1915,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set acute-inflammations

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9989, mean_absolute_error: 0, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0, root_relative_squared_error: 0,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set mfeat-zernike

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8119, kappa: 0.7844, kb_relative_information_score: 1610.9154, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8193, predictive_accuracy: 0.806, prior_entropy: 3.3219, recall: 0.806, relative_absolute_error: 0.243, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.619,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set tae

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6599, f_measure: 0.5312, kappa: 0.3059, kb_relative_information_score: 24.7951, mean_absolute_error: 0.401, mean_prior_absolute_error: 0.4443, number_of_instances: 151, precision: 0.5387, predictive_accuracy: 0.5364, prior_entropy: 1.5845, recall: 0.5364, relative_absolute_error: 0.9025, root_mean_prior_squared_error: 0.4713, root_mean_squared_error: 0.4661, root_relative_squared_error: 0.9888,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set tic-tac-toe

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9749, kappa: 0.9446, kb_relative_information_score: 857.2095, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9749, predictive_accuracy: 0.9749, prior_entropy: 0.9312, recall: 0.9749, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3306,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set trains

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.84, f_measure: 0.697, kappa: 0.4, kb_relative_information_score: 4.6038, mean_absolute_error: 0.265, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.7083, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.53, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4741, root_relative_squared_error: 0.9481,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set molecular-biology_promoters

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.8014, kappa: 0.6038, kb_relative_information_score: 64.0421, mean_absolute_error: 0.199, mean_prior_absolute_error: 0.5, number_of_instances: 106, precision: 0.8046, predictive_accuracy: 0.8019, prior_entropy: 1, recall: 0.8019, relative_absolute_error: 0.398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4152, root_relative_squared_error: 0.8304,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set sick

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.9641, kappa: 0.6753, kb_relative_information_score: 1920.4804, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9634, predictive_accuracy: 0.9655, prior_entropy: 0.3333, recall: 0.9655, relative_absolute_error: 0.3356, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.7276,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set JapaneseVowels

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.925, kappa: 0.9154, kb_relative_information_score: 8462.497, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, precision: 0.9249, predictive_accuracy: 0.9254, prior_entropy: 3.1321, recall: 0.9254, relative_absolute_error: 0.2652, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.4201,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set synthetic_control

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9357, kappa: 0.922, kb_relative_information_score: 471.786, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.2778, number_of_instances: 600, precision: 0.9412, predictive_accuracy: 0.935, prior_entropy: 2.585, recall: 0.935, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.5186,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set prnn_crabs

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8586, f_measure: 0.8699, kappa: 0.74, kb_relative_information_score: 146.9015, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.8713, predictive_accuracy: 0.87, prior_entropy: 1, recall: 0.87, relative_absolute_error: 0.2671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3565, root_relative_squared_error: 0.7131,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set confidence

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.8202, kappa: 0.8, kb_relative_information_score: 49.3293, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2778, number_of_instances: 72, precision: 0.8432, predictive_accuracy: 0.8333, prior_entropy: 2.585, recall: 0.8333, relative_absolute_error: 0.4645, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.6291,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set cmc

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6842, f_measure: 0.4934, kappa: 0.2119, kb_relative_information_score: 228.0064, mean_absolute_error: 0.3917, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4971, predictive_accuracy: 0.5051, prior_entropy: 1.5392, recall: 0.5051, relative_absolute_error: 0.9091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.442, root_relative_squared_error: 0.9524,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8185, f_measure: 0.7748, kappa: 0.4825, kb_relative_information_score: 128.0332, mean_absolute_error: 0.2907, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7869, predictive_accuracy: 0.788, prior_entropy: 0.9227, recall: 0.788, relative_absolute_error: 0.6501, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3914, root_relative_squared_error: 0.8281,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set optdigits

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9583, kappa: 0.9533, kb_relative_information_score: 5350.1177, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9593, predictive_accuracy: 0.958, prior_entropy: 3.3218, recall: 0.958, relative_absolute_error: 0.0616, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.3107,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set credit-approval

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.8554, kappa: 0.7083, kb_relative_information_score: 401.5013, mean_absolute_error: 0.2223, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8569, predictive_accuracy: 0.8551, prior_entropy: 0.9913, recall: 0.8551, relative_absolute_error: 0.4501, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.6444,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set credit-g

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7886, f_measure: 0.7385, kappa: 0.3561, kb_relative_information_score: 221.5812, mean_absolute_error: 0.3252, mean_prior_absolute_error: 0.4202, number_of_instances: 1000, precision: 0.7385, predictive_accuracy: 0.753, prior_entropy: 0.8818, recall: 0.753, relative_absolute_error: 0.7739, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4041, root_relative_squared_error: 0.8818,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set dermatology

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9505, kappa: 0.9383, kb_relative_information_score: 343.1861, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2664, number_of_instances: 366, precision: 0.951, predictive_accuracy: 0.9508, prior_entropy: 2.4378, recall: 0.9508, relative_absolute_error: 0.0682, root_mean_prior_squared_error: 0.3649, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.3173,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set segment

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9251, kappa: 0.9121, kb_relative_information_score: 2056.7966, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.926, predictive_accuracy: 0.9247, prior_entropy: 2.8074, recall: 0.9247, relative_absolute_error: 0.156, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.4205,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set soybean

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9384, kappa: 0.9326, kb_relative_information_score: 645.157, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9391, predictive_accuracy: 0.9385, prior_entropy: 3.8572, recall: 0.9385, relative_absolute_error: 0.0697, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.3459,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set zoo

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9175, kappa: 0.8948, kb_relative_information_score: 89.2345, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.2188, number_of_instances: 101, precision: 0.9157, predictive_accuracy: 0.9208, prior_entropy: 2.4427, recall: 0.9208, relative_absolute_error: 0.0962, root_mean_prior_squared_error: 0.3294, root_mean_squared_error: 0.1277, root_relative_squared_error: 0.3875,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.7551, kappa: 0.4958, kb_relative_information_score: 15774.3153, mean_absolute_error: 0.3321, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7607, predictive_accuracy: 0.7598, prior_entropy: 0.9835, recall: 0.7598, relative_absolute_error: 0.6797, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4064, root_relative_squared_error: 0.8222,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set eucalyptus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.6083, kappa: 0.5137, kb_relative_information_score: 338.3273, mean_absolute_error: 0.2075, mean_prior_absolute_error: 0.3132, number_of_instances: 736, precision: 0.6238, predictive_accuracy: 0.6291, prior_entropy: 2.2629, recall: 0.6291, relative_absolute_error: 0.6625, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.8221,

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