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Speeding up Algorithm Selection via Meta-learning and Active Testing

Speeding up Algorithm Selection via Meta-learning and Active Testing

Created 21-11-2016 by Jason Visibility: public
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Jason 10 years ago
ran flow weka.RandomForest(5) on task Learning Curve on data set kropt
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jason 10 years ago
ran flow weka.RandomForest(5) on task Learning Curve on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.8247, kappa: 0.5071, kb_relative_information_score: 0.4008, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.3641, number_of_instances: 48842, precision: 0.8225, predictive_accuracy: 0.8295, prior_entropy: 0.7938, recall: 0.8295, relative_absolute_error: 0.557, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.8108, scimark_benchmark: 1629.9138, usercpu_time_millis: 21330, usercpu_time_millis_testing: 6790, usercpu_time_millis_training: 14540,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set kropt
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8716, kappa: 0.4163, kb_relative_information_score: 0.3066, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.3132, number_of_instances: 736, predictive_accuracy: 0.5611, prior_entropy: 2.2621, recall: 0.5611, relative_absolute_error: 0.8008, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.337, root_relative_squared_error: 0.8516, scimark_benchmark: 1572.5758, usercpu_time_millis: 220, usercpu_time_millis_training: 220,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set kropt
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, kappa: 0.1458, kb_relative_information_score: 0.1367, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.0618, number_of_instances: 4177, predictive_accuracy: 0.2605, prior_entropy: 3.6031, recall: 0.2605, relative_absolute_error: 0.9727, root_mean_prior_squared_error: 0.1757, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.9717, scimark_benchmark: 1572.5758, usercpu_time_millis: 220, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 210,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8862, kappa: 0.6827, kb_relative_information_score: 0.6186, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.7512, prior_entropy: 2.4834, recall: 0.7512, relative_absolute_error: 0.4075, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2693, root_relative_squared_error: 0.7328, scimark_benchmark: 1572.5758, usercpu_time_millis: 260, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 240,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set yeast
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.8512, kappa: 0.5786, kb_relative_information_score: 0.4083, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.3641, number_of_instances: 48842, precision: 0.8505, predictive_accuracy: 0.8567, prior_entropy: 0.7938, recall: 0.8567, relative_absolute_error: 0.5717, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3149, root_relative_squared_error: 0.7381, scimark_benchmark: 1572.5758, usercpu_time_millis: 3660, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 3530,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7745, f_measure: 0.7051, kappa: 0.3932, kb_relative_information_score: 0.2132, mean_absolute_error: 0.3971, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7112, predictive_accuracy: 0.712, prior_entropy: 0.9835, recall: 0.712, relative_absolute_error: 0.8127, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4366, root_relative_squared_error: 0.8833, scimark_benchmark: 1572.5758, usercpu_time_millis: 400, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 330,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.8545, kappa: 0.7819, kb_relative_information_score: 0.689, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8545, predictive_accuracy: 0.8546, prior_entropy: 1.5849, recall: 0.8546, relative_absolute_error: 0.3886, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.5675, scimark_benchmark: 1572.5758, usercpu_time_millis: 290, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 280,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set vowel
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, f_measure: 0.5925, kappa: 0.4976, kb_relative_information_score: 0.3872, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.5856, predictive_accuracy: 0.6229, prior_entropy: 1.9991, recall: 0.6229, relative_absolute_error: 0.7351, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3494, root_relative_squared_error: 0.8072, scimark_benchmark: 1572.5758, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9715, kappa: 0.9367, kb_relative_information_score: 0.5219, mean_absolute_error: 0.2549, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9728, predictive_accuracy: 0.9718, prior_entropy: 0.931, recall: 0.9718, relative_absolute_error: 0.5626, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2786, root_relative_squared_error: 0.5854, scimark_benchmark: 1572.5758, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set spambase
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9461, f_measure: 0.8915, kappa: 0.7716, kb_relative_information_score: 0.5895, mean_absolute_error: 0.2136, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.8921, predictive_accuracy: 0.8922, prior_entropy: 0.9674, recall: 0.8922, relative_absolute_error: 0.4472, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.6168, scimark_benchmark: 1572.5758, usercpu_time_millis: 210, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 200,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, kappa: 0.4354, kb_relative_information_score: 0.2973, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.5051, prior_entropy: 3.8358, recall: 0.5051, relative_absolute_error: 0.8389, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.8651, scimark_benchmark: 1572.5758, usercpu_time_millis: 790, usercpu_time_millis_training: 790,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.7583, kappa: 0.4593, kb_relative_information_score: 0.2737, mean_absolute_error: 0.338, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7585, predictive_accuracy: 0.7643, prior_entropy: 0.9331, recall: 0.7643, relative_absolute_error: 0.7438, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4044, root_relative_squared_error: 0.8485, scimark_benchmark: 1572.5758, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.7524, kappa: 0.7323, kb_relative_information_score: 0.6167, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.7593, predictive_accuracy: 0.7706, prior_entropy: 2.8074, recall: 0.7706, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.6747, scimark_benchmark: 1572.5758, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.63, kappa: 0.6061, kb_relative_information_score: 0.4983, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.6331, predictive_accuracy: 0.6458, prior_entropy: 3.3208, recall: 0.6458, relative_absolute_error: 0.712, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2355, root_relative_squared_error: 0.7851, scimark_benchmark: 1572.5758, usercpu_time_millis: 420, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 400,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.7342, kappa: 0.3465, kb_relative_information_score: 0.1819, mean_absolute_error: 0.3411, mean_prior_absolute_error: 0.4202, number_of_instances: 1000, precision: 0.7331, predictive_accuracy: 0.748, prior_entropy: 0.8813, recall: 0.748, relative_absolute_error: 0.8117, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4081, root_relative_squared_error: 0.8905, scimark_benchmark: 1572.5758, usercpu_time_millis: 200, usercpu_time_millis_training: 200,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set page-blocks
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.8612, kappa: 0.7205, kb_relative_information_score: 0.5761, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8637, predictive_accuracy: 0.8609, prior_entropy: 0.9912, recall: 0.8609, relative_absolute_error: 0.4577, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6481, scimark_benchmark: 1572.5758, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.5427, kappa: 0.5341, kb_relative_information_score: 0.4326, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.5352, predictive_accuracy: 0.5808, prior_entropy: 3.3218, recall: 0.5808, relative_absolute_error: 0.7625, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2456, root_relative_squared_error: 0.8185, scimark_benchmark: 1572.5758, usercpu_time_millis: 620, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 600,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set nursery
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 0.9418, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9991, recall: 0.9993, relative_absolute_error: 0.077, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0565, root_relative_squared_error: 0.1131, scimark_benchmark: 1572.5758, usercpu_time_millis: 550, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 520,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set cmc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7054, f_measure: 0.5178, kappa: 0.2509, kb_relative_information_score: 0.1599, mean_absolute_error: 0.3903, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5164, predictive_accuracy: 0.5234, prior_entropy: 1.539, recall: 0.5234, relative_absolute_error: 0.9058, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4371, root_relative_squared_error: 0.9419, scimark_benchmark: 1572.5758, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.4507, kappa: 0.4344, kb_relative_information_score: 0.3698, mean_absolute_error: 0.1465, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4504, predictive_accuracy: 0.491, prior_entropy: 3.3219, recall: 0.491, relative_absolute_error: 0.8139, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.8579, scimark_benchmark: 1572.5758, usercpu_time_millis: 320, usercpu_time_millis_training: 320,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, kappa: 0.7176, kb_relative_information_score: 0.4909, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.8744, prior_entropy: 1.2058, recall: 0.8744, relative_absolute_error: 0.5493, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.6875, scimark_benchmark: 1572.5758, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9269, f_measure: 0.5141, kappa: 0.5267, kb_relative_information_score: 0.4033, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.519, predictive_accuracy: 0.574, prior_entropy: 3.3219, recall: 0.574, relative_absolute_error: 0.7933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2503, root_relative_squared_error: 0.8344, scimark_benchmark: 1572.5758, usercpu_time_millis: 152520, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 152470,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.471, kappa: 0.4844, kb_relative_information_score: 0.514, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4838, predictive_accuracy: 0.536, prior_entropy: 3.3219, recall: 0.536, relative_absolute_error: 0.7054, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.7883, scimark_benchmark: 1572.5758, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8418, f_measure: 0.3529, kappa: 0.3544, kb_relative_information_score: 0.2735, mean_absolute_error: 0.1553, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4388, predictive_accuracy: 0.419, prior_entropy: 3.3219, recall: 0.419, relative_absolute_error: 0.8627, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8933, scimark_benchmark: 1572.5758, usercpu_time_millis: 400, usercpu_time_millis_training: 400,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9672, kappa: 0.9277, kb_relative_information_score: 0.8596, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.4519, number_of_instances: 699, precision: 0.9675, predictive_accuracy: 0.9671, prior_entropy: 0.9293, recall: 0.9671, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.341, scimark_benchmark: 1572.5758,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, kappa: 0.4944, kb_relative_information_score: 0.4043, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.545, prior_entropy: 3.3219, recall: 0.545, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2497, root_relative_squared_error: 0.8323, scimark_benchmark: 1572.5758, usercpu_time_millis: 370, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 360,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.6364, kappa: 0.6194, kb_relative_information_score: 0.4913, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6466, predictive_accuracy: 0.6575, prior_entropy: 3.3219, recall: 0.6575, relative_absolute_error: 0.7301, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2391, root_relative_squared_error: 0.7969, scimark_benchmark: 1572.5758, usercpu_time_millis: 2170, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2160,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, kappa: 0.7478, kb_relative_information_score: 0.6292, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.3798, number_of_instances: 625, predictive_accuracy: 0.864, prior_entropy: 1.3181, recall: 0.864, relative_absolute_error: 0.3607, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.5564, scimark_benchmark: 1572.5758, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8533, kappa: 0.2495, kb_relative_information_score: 0.2342, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.2785, prior_entropy: 4.6998, recall: 0.2785, relative_absolute_error: 0.9304, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.9458, scimark_benchmark: 1572.5758, usercpu_time_millis: 1650, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 1600,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9512, kappa: 0.9022, kb_relative_information_score: 0.7505, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9512, predictive_accuracy: 0.9512, prior_entropy: 0.9986, recall: 0.9512, relative_absolute_error: 0.2874, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.4219, scimark_benchmark: 1572.5758, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
Jason 10 years ago
ran flow weka.RBFClassifier(3) on task Learning Curve on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, kappa: 0.3984, kb_relative_information_score: 0.2241, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.1343, number_of_instances: 898, predictive_accuracy: 0.8129, prior_entropy: 1.1915, recall: 0.8129, relative_absolute_error: 0.8842, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.8495, scimark_benchmark: 1572.5758, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.635, kappa: 0.5382, kb_relative_information_score: 0.5732, mean_absolute_error: 0.1505, mean_prior_absolute_error: 0.3132, number_of_instances: 736, precision: 0.6329, predictive_accuracy: 0.6386, prior_entropy: 2.2621, recall: 0.6386, relative_absolute_error: 0.4805, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3512, root_relative_squared_error: 0.8875, scimark_benchmark: 1572.5758, usercpu_time_millis: 47590, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 47520,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7715, kappa: 0.166, kb_relative_information_score: 0.2644, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.0618, number_of_instances: 4177, predictive_accuracy: 0.2667, prior_entropy: 3.6031, recall: 0.2667, relative_absolute_error: 0.898, root_mean_prior_squared_error: 0.1757, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.9546, scimark_benchmark: 1572.5758, usercpu_time_millis: 54330, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 54260,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.8974, kappa: 0.8745, kb_relative_information_score: 0.8785, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8967, predictive_accuracy: 0.8984, prior_entropy: 2.4834, recall: 0.8984, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.17, root_relative_squared_error: 0.4625, scimark_benchmark: 1594.8467, usercpu_time_millis: 52070, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 52010,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.7839, kappa: 0.5552, kb_relative_information_score: 0.448, mean_absolute_error: 0.2803, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7879, predictive_accuracy: 0.7871, prior_entropy: 0.9835, recall: 0.7871, relative_absolute_error: 0.5737, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3864, root_relative_squared_error: 0.7818, scimark_benchmark: 1629.9138, usercpu_time_millis: 101050, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 100910,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.836, kappa: 0.754, kb_relative_information_score: 0.7757, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8361, predictive_accuracy: 0.836, prior_entropy: 1.5849, recall: 0.836, relative_absolute_error: 0.2471, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.6677, scimark_benchmark: 1572.5758, usercpu_time_millis: 68290, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 68210,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set yeast
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set solar-flare
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set spambase
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9184, kappa: 0.8291, kb_relative_information_score: 0.7878, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.9184, predictive_accuracy: 0.9185, prior_entropy: 0.9674, recall: 0.9185, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.5274, scimark_benchmark: 1629.9138, usercpu_time_millis: 110810, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 110690,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set vowel
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8112, kappa: 0.7493, kb_relative_information_score: 0.7614, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.8122, predictive_accuracy: 0.8121, prior_entropy: 1.9991, recall: 0.8121, relative_absolute_error: 0.2854, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.6202, scimark_benchmark: 1572.5758, usercpu_time_millis: 3840, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3830,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9666, kappa: 0.9262, kb_relative_information_score: 0.9204, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.931, recall: 0.9666, relative_absolute_error: 0.078, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.3382, scimark_benchmark: 1572.5758, usercpu_time_millis: 6980, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 6970,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9324, kappa: 0.9262, kb_relative_information_score: 0.9404, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.933, predictive_accuracy: 0.9327, prior_entropy: 3.8358, recall: 0.9327, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.3429, scimark_benchmark: 1594.8467, usercpu_time_millis: 29720, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 29690,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9662, kappa: 0.9606, kb_relative_information_score: 0.9577, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9662, predictive_accuracy: 0.9662, prior_entropy: 2.8074, recall: 0.9662, relative_absolute_error: 0.0562, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.264, scimark_benchmark: 1629.9138, usercpu_time_millis: 13530, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 13510,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8053, f_measure: 0.7509, kappa: 0.4434, kb_relative_information_score: 0.3697, mean_absolute_error: 0.2856, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7505, predictive_accuracy: 0.7565, prior_entropy: 0.9331, recall: 0.7565, relative_absolute_error: 0.6284, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4178, root_relative_squared_error: 0.8766, scimark_benchmark: 1594.8467, usercpu_time_millis: 630, usercpu_time_millis_training: 630,
Jason 10 years ago
ran flow weka.SGD(3) on task Learning Curve on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7433, f_measure: 0.842, kappa: 0.5454, kb_relative_information_score: 0.5427, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.3641, number_of_instances: 48842, precision: 0.8457, predictive_accuracy: 0.8523, prior_entropy: 0.7938, recall: 0.8523, relative_absolute_error: 0.4057, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3843, root_relative_squared_error: 0.9008, scimark_benchmark: 639.2945, usercpu_time_millis: 37080, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 36810,
Jason 10 years ago
ran flow weka.SGD(3) on task Learning Curve on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7386, f_measure: 0.7533, kappa: 0.4928, kb_relative_information_score: 0.5039, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7641, predictive_accuracy: 0.76, prior_entropy: 0.9835, recall: 0.76, relative_absolute_error: 0.4911, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9911, scimark_benchmark: 639.2945, usercpu_time_millis: 6930, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 6840,
Jason 10 years ago
ran flow weka.SGD(3) on task Learning Curve on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, recall: 0.9833, relative_absolute_error: 0.0369, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.2716, scimark_benchmark: 639.2945, usercpu_time_millis: 150, usercpu_time_millis_training: 150,
Jason 10 years ago
ran flow weka.SGD(3) on task Learning Curve on data set spambase
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.9241, kappa: 0.8407, kb_relative_information_score: 0.8384, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.9242, predictive_accuracy: 0.9244, prior_entropy: 0.9674, recall: 0.9244, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.275, root_relative_squared_error: 0.5628, scimark_benchmark: 639.2945, usercpu_time_millis: 1360, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1350,
Jason 10 years ago
ran flow weka.SGD(3) on task Learning Curve on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7304, f_measure: 0.771, kappa: 0.4861, kb_relative_information_score: 0.493, mean_absolute_error: 0.2214, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.774, predictive_accuracy: 0.7786, prior_entropy: 0.9331, recall: 0.7786, relative_absolute_error: 0.487, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4705, root_relative_squared_error: 0.9871, scimark_benchmark: 639.2945, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
Jason 10 years ago
ran flow weka.SGD(3) on task Learning Curve on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6781, f_measure: 0.739, kappa: 0.3688, kb_relative_information_score: 0.3463, mean_absolute_error: 0.256, mean_prior_absolute_error: 0.4202, number_of_instances: 1000, precision: 0.7361, predictive_accuracy: 0.744, prior_entropy: 0.8813, recall: 0.744, relative_absolute_error: 0.6093, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.506, root_relative_squared_error: 1.1041, scimark_benchmark: 639.2945, usercpu_time_millis: 330, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 320,
Jason 10 years ago
ran flow weka.SGD(3) on task Learning Curve on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.8453, kappa: 0.6915, kb_relative_information_score: 0.6844, mean_absolute_error: 0.1551, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8564, predictive_accuracy: 0.8449, prior_entropy: 0.9912, recall: 0.8449, relative_absolute_error: 0.3139, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3938, root_relative_squared_error: 0.7924, scimark_benchmark: 639.2945, usercpu_time_millis: 150, usercpu_time_millis_training: 150,
Jason 10 years ago
ran flow weka.SGD(3) on task Learning Curve on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997, scimark_benchmark: 639.2945, usercpu_time_millis: 4070, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 4020,
Jason 10 years ago
ran flow weka.SGD(3) on task Learning Curve on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9643, kappa: 0.9211, kb_relative_information_score: 0.9174, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.4519, number_of_instances: 699, precision: 0.9644, predictive_accuracy: 0.9642, prior_entropy: 0.9293, recall: 0.9642, relative_absolute_error: 0.0791, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.3979, scimark_benchmark: 639.2945, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
Jason 10 years ago
ran flow weka.SGD(3) on task Learning Curve on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 0.9322, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9662, predictive_accuracy: 0.9662, prior_entropy: 0.9986, recall: 0.9662, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.368, scimark_benchmark: 639.2945, usercpu_time_millis: 680, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 670,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9403, kappa: 0.9381, kb_relative_information_score: 0.94, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9475, predictive_accuracy: 0.9443, prior_entropy: 3.3208, recall: 0.9443, relative_absolute_error: 0.069, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.3308, scimark_benchmark: 639.2945, usercpu_time_millis: 169360, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 169180,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7163, f_measure: 0.7126, kappa: 0.3103, kb_relative_information_score: 0.2489, mean_absolute_error: 0.2949, mean_prior_absolute_error: 0.4202, number_of_instances: 1000, precision: 0.7105, predictive_accuracy: 0.715, prior_entropy: 0.8813, recall: 0.715, relative_absolute_error: 0.7018, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.0961, scimark_benchmark: 639.2945, usercpu_time_millis: 64430, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 64360,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set page-blocks
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8827, f_measure: 0.8203, kappa: 0.6362, kb_relative_information_score: 0.6263, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8203, predictive_accuracy: 0.8203, prior_entropy: 0.9912, recall: 0.8203, relative_absolute_error: 0.3741, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.8003, scimark_benchmark: 639.2945, usercpu_time_millis: 23870, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 23840,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9815, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9842, predictive_accuracy: 0.9842, prior_entropy: 3.3218, recall: 0.9842, relative_absolute_error: 0.0268, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.1771, scimark_benchmark: 639.2945, usercpu_time_millis: 544870, usercpu_time_millis_testing: 590, usercpu_time_millis_training: 544280,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set nursery
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9998, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0005, root_relative_squared_error: 0.0011, scimark_benchmark: 639.2945, usercpu_time_millis: 1984160, usercpu_time_millis_testing: 2250, usercpu_time_millis_training: 1981910,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set cmc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.674, f_measure: 0.5047, kappa: 0.2336, kb_relative_information_score: 0.2511, mean_absolute_error: 0.3527, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5118, predictive_accuracy: 0.5112, prior_entropy: 1.539, recall: 0.5112, relative_absolute_error: 0.8186, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4686, root_relative_squared_error: 1.0096, scimark_benchmark: 639.2945, usercpu_time_millis: 16770, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 16750,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.8023, kappa: 0.7817, kb_relative_information_score: 0.8152, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8015, predictive_accuracy: 0.8035, prior_entropy: 3.3219, recall: 0.8035, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.5892, scimark_benchmark: 639.2945, usercpu_time_millis: 118820, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 118700,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9942, kappa: 0.9874, kb_relative_information_score: 0.9792, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9944, predictive_accuracy: 0.9942, prior_entropy: 1.2058, recall: 0.9942, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0489, root_relative_squared_error: 0.1446, scimark_benchmark: 639.2945, usercpu_time_millis: 20710, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20680,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.979, kappa: 0.9767, kb_relative_information_score: 0.9746, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9791, predictive_accuracy: 0.979, prior_entropy: 3.3219, recall: 0.979, relative_absolute_error: 0.0345, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.062, root_relative_squared_error: 0.2068, scimark_benchmark: 639.2945, usercpu_time_millis: 1643120, usercpu_time_millis_testing: 1760, usercpu_time_millis_training: 1641360,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.7286, kappa: 0.7167, kb_relative_information_score: 0.7704, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7407, predictive_accuracy: 0.745, prior_entropy: 3.3219, recall: 0.745, relative_absolute_error: 0.3418, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.6105, scimark_benchmark: 1062.8864, usercpu_time_millis: 8460, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 8440,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9609, kappa: 0.9567, kb_relative_information_score: 0.9566, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9611, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.0616, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.2691, scimark_benchmark: 1062.8864, usercpu_time_millis: 119120, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 118990,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.95, kappa: 0.8893, kb_relative_information_score: 0.8779, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.4519, number_of_instances: 699, precision: 0.95, predictive_accuracy: 0.9499, prior_entropy: 0.9293, recall: 0.9499, relative_absolute_error: 0.1194, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.4369, scimark_benchmark: 1062.8864, usercpu_time_millis: 1200, usercpu_time_millis_training: 1200,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.837, kappa: 0.8189, kb_relative_information_score: 0.84, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8374, predictive_accuracy: 0.837, prior_entropy: 3.3219, recall: 0.837, relative_absolute_error: 0.2029, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.5447, scimark_benchmark: 1062.8864, usercpu_time_millis: 158780, usercpu_time_millis_testing: 160, usercpu_time_millis_training: 158620,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.8316, kappa: 0.8246, kb_relative_information_score: 0.8348, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8361, predictive_accuracy: 0.8314, prior_entropy: 4.6998, recall: 0.8314, relative_absolute_error: 0.2049, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1065, root_relative_squared_error: 0.5539, scimark_benchmark: 1062.8864, usercpu_time_millis: 447330, usercpu_time_millis_testing: 530, usercpu_time_millis_training: 446800,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9158, kappa: 0.8513, kb_relative_information_score: 0.8016, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.3798, number_of_instances: 625, precision: 0.9165, predictive_accuracy: 0.9152, prior_entropy: 1.3181, recall: 0.9152, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.4698, scimark_benchmark: 639.2945, usercpu_time_millis: 980, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 970,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set kropt
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 0.985, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, recall: 0.9941, relative_absolute_error: 0.0161, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.069, root_relative_squared_error: 0.1381, scimark_benchmark: 1062.8864, usercpu_time_millis: 63790, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 63720,
Jason 10 years ago
ran flow weka.MultilayerPerceptronCS(1) on task Learning Curve on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.953, kappa: 0.8993, kb_relative_information_score: 0.9444, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9637, predictive_accuracy: 0.9621, prior_entropy: 1.1915, recall: 0.9621, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.2729, scimark_benchmark: 1062.8864, usercpu_time_millis: 64670, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 64600,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.635, kappa: 0.5382, kb_relative_information_score: 0.5732, mean_absolute_error: 0.1505, mean_prior_absolute_error: 0.3132, number_of_instances: 736, precision: 0.6329, predictive_accuracy: 0.6386, prior_entropy: 2.2621, recall: 0.6386, relative_absolute_error: 0.4805, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3512, root_relative_squared_error: 0.8875, scimark_benchmark: 1062.8864, usercpu_time_millis: 37650, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 37610,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.8428, kappa: 0.5751, kb_relative_information_score: 0.4824, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.3641, number_of_instances: 48842, precision: 0.846, predictive_accuracy: 0.8405, prior_entropy: 0.7938, recall: 0.8405, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.8398, scimark_benchmark: 1062.8864, usercpu_time_millis: 3872840, usercpu_time_millis_testing: 4470, usercpu_time_millis_training: 3868370,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7715, kappa: 0.166, kb_relative_information_score: 0.2644, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.0618, number_of_instances: 4177, predictive_accuracy: 0.2667, prior_entropy: 3.6031, recall: 0.2667, relative_absolute_error: 0.898, root_mean_prior_squared_error: 0.1757, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.9546, scimark_benchmark: 639.2945, usercpu_time_millis: 97640, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 97530,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.8974, kappa: 0.8745, kb_relative_information_score: 0.8785, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8967, predictive_accuracy: 0.8984, prior_entropy: 2.4834, recall: 0.8984, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.17, root_relative_squared_error: 0.4625, scimark_benchmark: 639.2945, usercpu_time_millis: 141700, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 141550,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set yeast
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jason 10 years ago
ran flow weka.LBR(3) on task Learning Curve on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9514, kappa: 0.9461, kb_relative_information_score: 0.9505, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.952, predictive_accuracy: 0.9515, prior_entropy: 3.3219, recall: 0.9515, relative_absolute_error: 0.0538, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3202, scimark_benchmark: 639.2945, usercpu_time_millis: 74671640, usercpu_time_millis_testing: 74671430, usercpu_time_millis_training: 210,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set solar-flare
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.7839, kappa: 0.5552, kb_relative_information_score: 0.448, mean_absolute_error: 0.2803, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7879, predictive_accuracy: 0.7871, prior_entropy: 0.9835, recall: 0.7871, relative_absolute_error: 0.5737, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3864, root_relative_squared_error: 0.7818, scimark_benchmark: 1062.8864, usercpu_time_millis: 97530, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 97380,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.836, kappa: 0.754, kb_relative_information_score: 0.7757, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8361, predictive_accuracy: 0.836, prior_entropy: 1.5849, recall: 0.836, relative_absolute_error: 0.2471, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.6677, scimark_benchmark: 1062.8864, usercpu_time_millis: 55480, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 55420,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set vowel
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8112, kappa: 0.7493, kb_relative_information_score: 0.7614, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.8122, predictive_accuracy: 0.8121, prior_entropy: 1.9991, recall: 0.8121, relative_absolute_error: 0.2854, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.6202, scimark_benchmark: 1062.8864, usercpu_time_millis: 3290, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3280,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9666, kappa: 0.9262, kb_relative_information_score: 0.9204, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.931, recall: 0.9666, relative_absolute_error: 0.078, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.3382, scimark_benchmark: 1062.8864, usercpu_time_millis: 5270, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 5260,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set spambase
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9184, kappa: 0.8291, kb_relative_information_score: 0.7878, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.9184, predictive_accuracy: 0.9185, prior_entropy: 0.9674, recall: 0.9185, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.5274, scimark_benchmark: 1062.8864, usercpu_time_millis: 89340, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 89240,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9324, kappa: 0.9262, kb_relative_information_score: 0.9404, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.933, predictive_accuracy: 0.9327, prior_entropy: 3.8358, recall: 0.9327, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.3429, scimark_benchmark: 1062.8864, usercpu_time_millis: 43420, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 43370,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8053, f_measure: 0.7509, kappa: 0.4434, kb_relative_information_score: 0.3697, mean_absolute_error: 0.2856, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7505, predictive_accuracy: 0.7565, prior_entropy: 0.9331, recall: 0.7565, relative_absolute_error: 0.6284, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4178, root_relative_squared_error: 0.8766, scimark_benchmark: 1062.8864, usercpu_time_millis: 850, usercpu_time_millis_training: 850,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9662, kappa: 0.9606, kb_relative_information_score: 0.9577, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9662, predictive_accuracy: 0.9662, prior_entropy: 2.8074, recall: 0.9662, relative_absolute_error: 0.0562, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.264, scimark_benchmark: 1062.8864, usercpu_time_millis: 12760, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 12740,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9403, kappa: 0.9381, kb_relative_information_score: 0.94, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9475, predictive_accuracy: 0.9443, prior_entropy: 3.3208, recall: 0.9443, relative_absolute_error: 0.069, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.3308, scimark_benchmark: 1062.8864, usercpu_time_millis: 65220, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 65140,
Jason 10 years ago
ran flow weka.MultilayerPerceptron(3) on task Learning Curve on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9998, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0005, root_relative_squared_error: 0.0011, scimark_benchmark: 1065.1378, usercpu_time_millis: 929920, usercpu_time_millis_testing: 890, usercpu_time_millis_training: 929030,