OpenML

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set anthracyclineTaxaneChemotherapy

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5857, f_measure: 0.5761, kappa: 0.154, kb_relative_information_score: 15.7882, mean_absolute_error: 0.4258, mean_prior_absolute_error: 0.4812, number_of_instances: 159, precision: 0.598, predictive_accuracy: 0.5723, prior_entropy: 0.9731, recall: 0.5723, relative_absolute_error: 0.8849, root_mean_prior_squared_error: 0.4904, root_mean_squared_error: 0.6514, root_relative_squared_error: 1.3282,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set anthracyclineTaxaneChemotherapy

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4631, f_measure: 0.5066, kappa: 0.0042, kb_relative_information_score: 6.2563, mean_absolute_error: 0.4585, mean_prior_absolute_error: 0.4812, number_of_instances: 159, precision: 0.5223, predictive_accuracy: 0.5723, prior_entropy: 0.9731, recall: 0.5723, relative_absolute_error: 0.9529, root_mean_prior_squared_error: 0.4904, root_mean_squared_error: 0.5835, root_relative_squared_error: 1.1898,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set ovarianTumour

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.8976, kappa: 0.512, kb_relative_information_score: 140.1753, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.9228, predictive_accuracy: 0.9152, prior_entropy: 0.7235, recall: 0.9152, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.8349,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set ovarianTumour

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.8812, kappa: 0.5216, kb_relative_information_score: -203.3397, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.9119, predictive_accuracy: 0.9046, prior_entropy: 0.7235, recall: 0.9046, relative_absolute_error: 1.3744, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.3201, root_relative_squared_error: 1.1282,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set hepatitisC

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.8976, kappa: 0.512, kb_relative_information_score: 140.1753, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.9228, predictive_accuracy: 0.9152, prior_entropy: 0.7235, recall: 0.9152, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.8349,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set PopularKids

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6258, f_measure: 0.5006, kappa: 0.1596, kb_relative_information_score: 63.7265, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4072, number_of_instances: 478, precision: 0.5242, predictive_accuracy: 0.5397, prior_entropy: 1.4668, recall: 0.5397, relative_absolute_error: 0.925, root_mean_prior_squared_error: 0.4511, root_mean_squared_error: 0.4438, root_relative_squared_error: 0.9837,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set PopularKids

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6107, f_measure: 0.4706, kappa: 0.1142, kb_relative_information_score: 54.8217, mean_absolute_error: 0.386, mean_prior_absolute_error: 0.4072, number_of_instances: 478, precision: 0.4689, predictive_accuracy: 0.5, prior_entropy: 1.4668, recall: 0.5, relative_absolute_error: 0.9477, root_mean_prior_squared_error: 0.4511, root_mean_squared_error: 0.4483, root_relative_squared_error: 0.9938,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set lymphoma_2classes

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.8889, kappa: 0.7779, kb_relative_information_score: 34.9922, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.4998, number_of_instances: 45, precision: 0.8898, predictive_accuracy: 0.8889, prior_entropy: 0.9997, recall: 0.8889, relative_absolute_error: 0.2223, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.6668,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set lymphoma_2classes

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 41.6025, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.4998, number_of_instances: 45, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9997, recall: 1, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.1991,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set leukemia

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.9179, kappa: 0.8228, kb_relative_information_score: 57.9097, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.4546, number_of_instances: 72, precision: 0.925, predictive_accuracy: 0.9167, prior_entropy: 0.9353, recall: 0.9167, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.4761, root_mean_squared_error: 0.2884, root_relative_squared_error: 0.6058,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set leukemia

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.9449, kappa: 0.8797, kb_relative_information_score: 41.4514, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.4546, number_of_instances: 72, precision: 0.9469, predictive_accuracy: 0.9444, prior_entropy: 0.9353, recall: 0.9444, relative_absolute_error: 0.456, root_mean_prior_squared_error: 0.4761, root_mean_squared_error: 0.292, root_relative_squared_error: 0.6134,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set GCM

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.4963, kappa: 0.4308, kb_relative_information_score: 119.072, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.1309, number_of_instances: 190, precision: 0.633, predictive_accuracy: 0.4737, prior_entropy: 3.7108, recall: 0.4737, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2557, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.7662,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set GCM

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.7938, kappa: 0.7757, kb_relative_information_score: 132.372, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.1309, number_of_instances: 190, precision: 0.8047, predictive_accuracy: 0.7947, prior_entropy: 3.7108, recall: 0.7947, relative_absolute_error: 0.4093, root_mean_prior_squared_error: 0.2557, root_mean_squared_error: 0.1533, root_relative_squared_error: 0.5996,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set tumors_C

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4868, f_measure: 0.5101, kappa: 0.0291, kb_relative_information_score: -8.2728, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4565, number_of_instances: 60, precision: 0.5606, predictive_accuracy: 0.5, prior_entropy: 0.9383, recall: 0.5, relative_absolute_error: 1.0954, root_mean_prior_squared_error: 0.477, root_mean_squared_error: 0.7071, root_relative_squared_error: 1.4824,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set tumors_C

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6288, f_measure: 0.6204, kappa: 0.1463, kb_relative_information_score: 11.0031, mean_absolute_error: 0.3659, mean_prior_absolute_error: 0.4565, number_of_instances: 60, precision: 0.6219, predictive_accuracy: 0.65, prior_entropy: 0.9383, recall: 0.65, relative_absolute_error: 0.8017, root_mean_prior_squared_error: 0.477, root_mean_squared_error: 0.5034, root_relative_squared_error: 1.0553,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set teachingAssistant

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7836, f_measure: 0.6433, kappa: 0.4641, kb_relative_information_score: 72.6448, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.4443, number_of_instances: 151, precision: 0.6487, predictive_accuracy: 0.6424, prior_entropy: 1.5845, recall: 0.6424, relative_absolute_error: 0.5801, root_mean_prior_squared_error: 0.4713, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.9261,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set desharnais

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.6675, kappa: 0.4198, kb_relative_information_score: 35.6487, mean_absolute_error: 0.2262, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.6641, predictive_accuracy: 0.679, prior_entropy: 1.3765, recall: 0.679, relative_absolute_error: 0.5947, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.417, root_relative_squared_error: 0.959,

Benjamin Strang 6 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 6 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 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Breast_Prostate

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9903, kappa: 0.9652, kb_relative_information_score: 226.9032, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.2794, number_of_instances: 413, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 0.6547, recall: 0.9903, relative_absolute_error: 0.4347, root_mean_prior_squared_error: 0.373, root_mean_squared_error: 0.1776, root_relative_squared_error: 0.4762,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Breast

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9686, kappa: 0.8802, kb_relative_information_score: 301.6638, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.2571, number_of_instances: 405, precision: 0.9703, predictive_accuracy: 0.9679, prior_entropy: 0.6157, recall: 0.9679, relative_absolute_error: 0.2437, root_mean_prior_squared_error: 0.3577, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.4662,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Omentum_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8959, kappa: 0.7806, kb_relative_information_score: 130.524, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.4729, number_of_instances: 201, precision: 0.8967, predictive_accuracy: 0.8955, prior_entropy: 0.961, recall: 0.8955, relative_absolute_error: 0.373, root_mean_prior_squared_error: 0.4861, root_mean_squared_error: 0.3047, root_relative_squared_error: 0.6268,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Omentum_Prostate

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9726, kappa: 0.945, kb_relative_information_score: 124.0254, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.4985, number_of_instances: 146, precision: 0.9726, predictive_accuracy: 0.9726, prior_entropy: 0.9979, recall: 0.9726, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.4992, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.336,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Colon_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9567, kappa: 0.8989, kb_relative_information_score: 337.2418, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.425, number_of_instances: 412, precision: 0.9578, predictive_accuracy: 0.9563, prior_entropy: 0.8894, recall: 0.9563, relative_absolute_error: 0.1993, root_mean_prior_squared_error: 0.4608, root_mean_squared_error: 0.188, root_relative_squared_error: 0.4081,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Breast_Omentum

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9579, kappa: 0.8612, kb_relative_information_score: 246.1271, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2998, number_of_instances: 421, precision: 0.9591, predictive_accuracy: 0.9572, prior_entropy: 0.6896, recall: 0.9572, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.3866, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.5569,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Uterus_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9793, kappa: 0.9528, kb_relative_information_score: 354.238, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9796, predictive_accuracy: 0.9792, prior_entropy: 0.9085, recall: 0.9792, relative_absolute_error: 0.083, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.3025,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Prostate_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9793, kappa: 0.9552, kb_relative_information_score: 154.5219, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9796, predictive_accuracy: 0.9793, prior_entropy: 0.9418, recall: 0.9793, relative_absolute_error: 0.2273, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3699,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Omentum_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9115, kappa: 0.8126, kb_relative_information_score: 151.5099, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.4712, number_of_instances: 203, precision: 0.9119, predictive_accuracy: 0.9113, prior_entropy: 0.9584, recall: 0.9113, relative_absolute_error: 0.2698, root_mean_prior_squared_error: 0.4852, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5487,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Colon

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9635, kappa: 0.8778, kb_relative_information_score: 277.0143, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.291, number_of_instances: 347, precision: 0.9664, predictive_accuracy: 0.9625, prior_entropy: 0.6749, recall: 0.9625, relative_absolute_error: 0.1902, root_mean_prior_squared_error: 0.3806, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.4449,

Benjamin Strang 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set OVA_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9864, kappa: 0.9514, kb_relative_information_score: 1326.1868, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.2802, number_of_instances: 1545, precision: 0.9864, predictive_accuracy: 0.9864, prior_entropy: 0.6548, recall: 0.9864, relative_absolute_error: 0.1655, root_mean_prior_squared_error: 0.3741, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.311,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Colon_Prostate

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9629, kappa: 0.8798, kb_relative_information_score: 109.9158, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.3142, number_of_instances: 355, precision: 0.9629, predictive_accuracy: 0.9634, prior_entropy: 0.714, recall: 0.9634, relative_absolute_error: 0.6721, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.2609, root_relative_squared_error: 0.6594,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Lung_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.8756, kappa: 0.7518, kb_relative_information_score: 159.0965, mean_absolute_error: 0.1946, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.88, predictive_accuracy: 0.876, prior_entropy: 1, recall: 0.876, relative_absolute_error: 0.3891, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3171, root_relative_squared_error: 0.6341,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Colon_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.978, kappa: 0.9559, kb_relative_information_score: 487.7019, mean_absolute_error: 0.0626, 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: 0.1254, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.1446, root_relative_squared_error: 0.2896,

Benjamin Strang 6 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 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Ovary_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.9293, kappa: 0.8521, kb_relative_information_score: 238.574, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.4755, number_of_instances: 324, precision: 0.9305, predictive_accuracy: 0.929, prior_entropy: 0.9645, recall: 0.929, relative_absolute_error: 0.2923, root_mean_prior_squared_error: 0.4875, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.5192,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Prostate

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 113.0046, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.4981, number_of_instances: 130, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9973, recall: 1, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.128, root_relative_squared_error: 0.2565,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Colon_Omentum

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.9296, kappa: 0.7936, kb_relative_information_score: 170.5795, mean_absolute_error: 0.1938, mean_prior_absolute_error: 0.3352, number_of_instances: 363, precision: 0.9321, predictive_accuracy: 0.9284, prior_entropy: 0.7485, recall: 0.9284, relative_absolute_error: 0.5782, root_mean_prior_squared_error: 0.4088, root_mean_squared_error: 0.26, root_relative_squared_error: 0.636,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Prostate_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9909, kappa: 0.9726, kb_relative_information_score: 242.4644, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.3325, number_of_instances: 329, precision: 0.991, predictive_accuracy: 0.9909, prior_entropy: 0.7443, recall: 0.9909, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.4071, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.3799,

Benjamin Strang 6 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 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Omentum_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.968, kappa: 0.9111, kb_relative_information_score: 274.5018, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.3534, number_of_instances: 337, precision: 0.9704, predictive_accuracy: 0.9674, prior_entropy: 0.7782, recall: 0.9674, relative_absolute_error: 0.2001, root_mean_prior_squared_error: 0.4199, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.4141,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Breast_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.968, kappa: 0.9179, kb_relative_information_score: 388.3181, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.39, number_of_instances: 468, precision: 0.968, predictive_accuracy: 0.9679, prior_entropy: 0.8356, recall: 0.9679, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.4413, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.4047,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Ovary_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.976, kappa: 0.9512, kb_relative_information_score: 419.571, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.4909, number_of_instances: 458, precision: 0.9763, predictive_accuracy: 0.976, prior_entropy: 0.9869, recall: 0.976, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.2979,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Breast_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.9473, kappa: 0.8668, kb_relative_information_score: 365.5539, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.3929, number_of_instances: 470, precision: 0.9482, predictive_accuracy: 0.9468, prior_entropy: 0.8401, recall: 0.9468, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.443, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.5018,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Omentum

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.9204, kappa: 0.8387, kb_relative_information_score: 104.6691, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.4934, number_of_instances: 138, precision: 0.9205, predictive_accuracy: 0.9203, prior_entropy: 0.9906, recall: 0.9203, relative_absolute_error: 0.262, root_mean_prior_squared_error: 0.4966, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.5151,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Prostate_Ovary

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9888, kappa: 0.9708, kb_relative_information_score: 171.981, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.3842, number_of_instances: 267, precision: 0.9889, predictive_accuracy: 0.9888, prior_entropy: 0.8271, recall: 0.9888, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.4378, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.4924,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Colon_Ovary

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9382, kappa: 0.8726, kb_relative_information_score: 386.1982, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.4835, number_of_instances: 484, precision: 0.9389, predictive_accuracy: 0.938, prior_entropy: 0.9762, recall: 0.938, relative_absolute_error: 0.2245, root_mean_prior_squared_error: 0.4917, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.468,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9415, kappa: 0.8679, kb_relative_information_score: 99.9203, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.4402, number_of_instances: 187, precision: 0.9424, predictive_accuracy: 0.9412, prior_entropy: 0.9129, recall: 0.9412, relative_absolute_error: 0.5299, root_mean_prior_squared_error: 0.4688, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.5978,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Prostate_Lung

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9796, kappa: 0.9554, kb_relative_information_score: 169.3622, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.4577, number_of_instances: 195, precision: 0.9798, predictive_accuracy: 0.9795, prior_entropy: 0.9387, recall: 0.9795, relative_absolute_error: 0.1547, root_mean_prior_squared_error: 0.4782, root_mean_squared_error: 0.149, root_relative_squared_error: 0.3116,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Omentum_Ovary

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6951, f_measure: 0.7472, kappa: 0.3614, kb_relative_information_score: 30.216, mean_absolute_error: 0.3415, mean_prior_absolute_error: 0.4039, number_of_instances: 275, precision: 0.7438, predictive_accuracy: 0.7527, prior_entropy: 0.8576, recall: 0.7527, relative_absolute_error: 0.8454, root_mean_prior_squared_error: 0.449, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.9773,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9816, kappa: 0.9415, kb_relative_information_score: 269.7894, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.309, number_of_instances: 321, precision: 0.983, predictive_accuracy: 0.9813, prior_entropy: 0.7055, recall: 0.9813, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.3923, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3457,

Benjamin Strang 6 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 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Ovary

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9386, kappa: 0.8304, kb_relative_information_score: 192.2674, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.3612, number_of_instances: 259, precision: 0.9391, predictive_accuracy: 0.9382, prior_entropy: 0.7909, recall: 0.9382, relative_absolute_error: 0.245, root_mean_prior_squared_error: 0.4243, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.5713,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Colon_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9467, kappa: 0.8745, kb_relative_information_score: 230.7848, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.4223, number_of_instances: 410, precision: 0.9475, predictive_accuracy: 0.9463, prior_entropy: 0.8854, recall: 0.9463, relative_absolute_error: 0.4974, root_mean_prior_squared_error: 0.4593, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.5825,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Ovary_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.8556, kappa: 0.7013, kb_relative_information_score: 198.9114, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.4738, number_of_instances: 322, precision: 0.8645, predictive_accuracy: 0.854, prior_entropy: 0.962, recall: 0.854, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.4866, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.68,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Lung_Kidney

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9563, kappa: 0.9013, kb_relative_information_score: 289.1995, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.4401, number_of_instances: 386, precision: 0.9572, predictive_accuracy: 0.956, prior_entropy: 0.9122, recall: 0.956, relative_absolute_error: 0.2779, root_mean_prior_squared_error: 0.4689, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.485,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Endometrium_Uterus

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7535, f_measure: 0.7474, kappa: 0.4323, kb_relative_information_score: 32.7168, mean_absolute_error: 0.3624, mean_prior_absolute_error: 0.4426, number_of_instances: 185, precision: 0.7493, predictive_accuracy: 0.7459, prior_entropy: 0.9165, recall: 0.7459, relative_absolute_error: 0.8187, root_mean_prior_squared_error: 0.4701, root_mean_squared_error: 0.4426, root_relative_squared_error: 0.9414,

Benjamin Strang 6 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 6 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 6 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 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set dbworld-subjects

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.8438, kappa: 0.6847, kb_relative_information_score: 39.3499, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.4957, number_of_instances: 64, precision: 0.8438, predictive_accuracy: 0.8438, prior_entropy: 0.994, recall: 0.8438, relative_absolute_error: 0.3943, root_mean_prior_squared_error: 0.4978, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.7383,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set dbworld-subjects-stemmed

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.8438, kappa: 0.6902, kb_relative_information_score: 42.0659, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.4957, number_of_instances: 64, precision: 0.8587, predictive_accuracy: 0.8438, prior_entropy: 0.994, recall: 0.8438, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.4978, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.6803,

Benjamin Strang 6 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 6 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set breast-tissue

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7305, f_measure: 0.5157, kappa: 0.2867, kb_relative_information_score: 32.6738, mean_absolute_error: 0.2696, mean_prior_absolute_error: 0.3444, number_of_instances: 106, precision: 0.5106, predictive_accuracy: 0.5283, prior_entropy: 1.8455, recall: 0.5283, relative_absolute_error: 0.7828, root_mean_prior_squared_error: 0.4143, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.9689,

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