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Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, recall: 0.3466, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4367, f_measure: 0.0333, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.02, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3765, root_relative_squared_error: 1.255, run_cpu_time: 0.49,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, recall: 0.9783, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set labor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1823, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 57, precision: 0.1231, predictive_accuracy: 0.3509, prior_entropy: 1, recall: 0.3509, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set postoperative-patient-data
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5911, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 90, precision: 0.5057, predictive_accuracy: 0.7111, prior_entropy: 1.585, recall: 0.7111, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set spect_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.544, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 80, precision: 0.4556, predictive_accuracy: 0.675, prior_entropy: 1, recall: 0.675, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set zoo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2344, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 101, precision: 0.1648, predictive_accuracy: 0.4059, prior_entropy: 2.8074, recall: 0.4059, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, run_cpu_time: 0.01,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6371, f_measure: 0.7152, kappa: 0.378, kb_relative_information_score: 413.4328, mean_absolute_error: 0.3024, mean_prior_absolute_error: 0.375, number_of_instances: 1728, precision: 0.6798, predictive_accuracy: 0.7679, prior_entropy: 2, recall: 0.7679, relative_absolute_error: 0.8063, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3922, root_relative_squared_error: 0.9058, run_cpu_time: 0.1,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set cmc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5687, f_measure: 0.3693, kappa: 0.0635, kb_relative_information_score: 115.3323, mean_absolute_error: 0.4206, mean_prior_absolute_error: 0.4444, number_of_instances: 1473, precision: 0.4195, predictive_accuracy: 0.4379, prior_entropy: 1.585, recall: 0.4379, relative_absolute_error: 0.9464, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.467, root_relative_squared_error: 0.9906, run_cpu_time: 0.09,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set ecoli
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2541, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.2188, number_of_instances: 336, precision: 0.1811, predictive_accuracy: 0.4256, prior_entropy: 3, recall: 0.4256, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3307, root_mean_squared_error: 0.3307, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set cylinder-bands
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2507, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 540, precision: 0.1783, predictive_accuracy: 0.4222, prior_entropy: 1, ram_hours: 0, recall: 0.4222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.02,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set yeast
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6274, f_measure: 0.3075, kappa: 0.1176, kb_relative_information_score: 263.8997, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.18, number_of_instances: 1484, precision: 0.4503, predictive_accuracy: 0.3693, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3693, relative_absolute_error: 0.872, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.286, root_relative_squared_error: 0.9535, run_cpu_time: 0.09,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set heart-statlog
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3968, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 270, precision: 0.3086, predictive_accuracy: 0.5556, prior_entropy: 1, recall: 0.5556, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.08,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9357, f_measure: 0.8641, kappa: 0.725, kb_relative_information_score: 682320.0346, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.864, prior_entropy: 1, ram_hours: 0, recall: 0.864, relative_absolute_error: 0.3292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.6408, run_cpu_time: 12.082,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9206, kappa: 0.8941, kb_relative_information_score: 907393.0931, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9243, predictive_accuracy: 0.9186, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9186, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.3722, run_cpu_time: 31.6542,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.7814, kappa: 0.5526, kb_relative_information_score: 491260.5088, mean_absolute_error: 0.2626, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7819, predictive_accuracy: 0.7811, prior_entropy: 1, ram_hours: 0, recall: 0.7811, relative_absolute_error: 0.5253, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.7924, run_cpu_time: 25.8125,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.7628, kappa: 0.736, kb_relative_information_score: 760468.1094, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7688, predictive_accuracy: 0.7624, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7624, relative_absolute_error: 0.287, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.197, root_relative_squared_error: 0.6567, run_cpu_time: 75.57,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8035, f_measure: 0.755, kappa: 0.4005, kb_relative_information_score: 434608.4999, mean_absolute_error: 0.2936, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7537, predictive_accuracy: 0.765, prior_entropy: 1, ram_hours: 0, recall: 0.765, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8033, run_cpu_time: 14.6219,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.634, f_measure: 0.6333, kappa: 0.0594, kb_relative_information_score: 150646.2934, mean_absolute_error: 0.195, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8455, predictive_accuracy: 0.5175, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5175, relative_absolute_error: 0.6095, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.8958, run_cpu_time: 6.9038,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.4484, kappa: 0.2861, kb_relative_information_score: 356238.9133, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4762, predictive_accuracy: 0.4619, prior_entropy: 2, ram_hours: 0, recall: 0.4619, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4464, root_relative_squared_error: 1.0309, run_cpu_time: 29.2261,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.8646, kappa: 0.7328, kb_relative_information_score: 841015.7389, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8625, predictive_accuracy: 0.8667, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8667, relative_absolute_error: 0.201, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2014, root_relative_squared_error: 0.5035, run_cpu_time: 30.9903,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4326, f_measure: 0.0285, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0166, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3747, root_relative_squared_error: 1.2489, run_cpu_time: 0.23,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.8362, kappa: 0.7633, kb_relative_information_score: 777094.1957, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.855, predictive_accuracy: 0.842, prior_entropy: 1.585, ram_hours: 0, recall: 0.842, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.6253, run_cpu_time: 47.57,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5187, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 699, precision: 0.4293, predictive_accuracy: 0.6552, prior_entropy: 1, recall: 0.6552, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.821, kappa: 0.6173, kb_relative_information_score: 448714.8219, mean_absolute_error: 0.295, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8327, predictive_accuracy: 0.8271, prior_entropy: 1, ram_hours: 0, recall: 0.8271, relative_absolute_error: 0.59, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.7436, run_cpu_time: 6.32,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.8043, kappa: 0.7162, kb_relative_information_score: 712689.7001, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8203, predictive_accuracy: 0.8106, prior_entropy: 1.585, ram_hours: 0, recall: 0.8106, relative_absolute_error: 0.3282, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3136, root_relative_squared_error: 0.6652, run_cpu_time: 25.25,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.6672, kappa: 0.573, kb_relative_information_score: 643249.8101, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6719, predictive_accuracy: 0.6668, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6668, relative_absolute_error: 0.4446, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.7491, run_cpu_time: 35.96,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.8886, kappa: 0.6672, kb_relative_information_score: 742772.0411, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8873, prior_entropy: 1, ram_hours: 0, recall: 0.8873, relative_absolute_error: 0.2657, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.5792, run_cpu_time: 10.63,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.875, kappa: 0.7466, kb_relative_information_score: 681346.8703, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8751, predictive_accuracy: 0.8752, prior_entropy: 1, ram_hours: 0, recall: 0.8752, relative_absolute_error: 0.3358, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.6012, run_cpu_time: 9.5,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.8914, kappa: 0.7273, kb_relative_information_score: 861846.6489, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9154, predictive_accuracy: 0.8788, prior_entropy: 2.585, ram_hours: 0, recall: 0.8788, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4782, run_cpu_time: 32.49,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(breast-cancer,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7646, f_measure: 0.7378, kappa: 0.3555, kb_relative_information_score: 417630.4315, mean_absolute_error: 0.3012, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7349, predictive_accuracy: 0.7476, prior_entropy: 1, ram_hours: 0, recall: 0.7476, relative_absolute_error: 0.6024, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4229, root_relative_squared_error: 0.8457, run_cpu_time: 6.94,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.8755, kappa: 0.7674, kb_relative_information_score: 821486.973, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.8754, prior_entropy: 2, ram_hours: 0, recall: 0.8754, relative_absolute_error: 0.2256, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4921, run_cpu_time: 17.96,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9405, kappa: 0.9339, kb_relative_information_score: 939001.9018, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9406, predictive_accuracy: 0.9405, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9405, relative_absolute_error: 0.085, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.3151, run_cpu_time: 72.48,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.8906, kappa: 0.8796, kb_relative_information_score: 899155.7876, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8985, predictive_accuracy: 0.8899, prior_entropy: 4.2479, ram_hours: 0, recall: 0.8899, relative_absolute_error: 0.1319, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.4325, run_cpu_time: 89.49,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8651, kappa: 0.7267, kb_relative_information_score: 651201.2667, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.865, predictive_accuracy: 0.8652, prior_entropy: 1, ram_hours: 0, recall: 0.8652, relative_absolute_error: 0.3687, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.32, root_relative_squared_error: 0.64, run_cpu_time: 8.37,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.7939, kappa: 0.5864, kb_relative_information_score: 563081.849, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7943, predictive_accuracy: 0.7937, prior_entropy: 1, ram_hours: 0, recall: 0.7937, relative_absolute_error: 0.4432, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.8056, run_cpu_time: 28.89,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.8813, kappa: 0.7629, kb_relative_information_score: 689057.8466, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8824, predictive_accuracy: 0.8814, prior_entropy: 1, ram_hours: 0, recall: 0.8814, relative_absolute_error: 0.3292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.5915, run_cpu_time: 13.14,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.8554, kappa: 0.6885, kb_relative_information_score: 661766.3454, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8552, predictive_accuracy: 0.8562, prior_entropy: 1, ram_hours: 0, recall: 0.8562, relative_absolute_error: 0.3509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.6577, run_cpu_time: 12.77,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.5872, kappa: 0.1721, kb_relative_information_score: 157050.3661, mean_absolute_error: 0.4305, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6891, predictive_accuracy: 0.6565, prior_entropy: 1, ram_hours: 0, recall: 0.6565, relative_absolute_error: 0.861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4615, root_relative_squared_error: 0.923, run_cpu_time: 25.64,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7711, f_measure: 0.378, kappa: 0.306, kb_relative_information_score: 365070.5938, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3891, predictive_accuracy: 0.3754, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3754, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2961, root_relative_squared_error: 0.9869, run_cpu_time: 30.7,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.8925, kappa: 0.7851, kb_relative_information_score: 767525.0135, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8931, predictive_accuracy: 0.8925, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8925, relative_absolute_error: 0.355, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.534, run_cpu_time: 20.13,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9285, kappa: 0.8439, kb_relative_information_score: 818809.1558, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9284, prior_entropy: 1, ram_hours: 0, recall: 0.9284, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.4525, run_cpu_time: 10.12,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.821, kappa: 0.6173, kb_relative_information_score: 448725.7727, mean_absolute_error: 0.295, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8327, predictive_accuracy: 0.8271, prior_entropy: 1, ram_hours: 0, recall: 0.8271, relative_absolute_error: 0.59, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.7436, run_cpu_time: 7.88,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6469, f_measure: 0.454, kappa: 0.1717, kb_relative_information_score: 243566.7885, mean_absolute_error: 0.1689, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5057, predictive_accuracy: 0.425, prior_entropy: 2.8074, ram_hours: 0, recall: 0.425, relative_absolute_error: 0.6897, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3576, root_relative_squared_error: 1.0219, run_cpu_time: 23.76,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.7733, kappa: 0.448, kb_relative_information_score: 436401.1213, mean_absolute_error: 0.2953, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7718, predictive_accuracy: 0.7804, prior_entropy: 1, ram_hours: 0, recall: 0.7804, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3886, root_relative_squared_error: 0.7773, run_cpu_time: 11.65,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8095, kappa: 0.6018, kb_relative_information_score: 610991.2397, mean_absolute_error: 0.1947, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8282, predictive_accuracy: 0.8059, prior_entropy: 1, ram_hours: 0, recall: 0.8059, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8034, run_cpu_time: 19.18,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7225, f_measure: 0.6648, kappa: 0.3302, kb_relative_information_score: 626598.1111, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6656, predictive_accuracy: 0.6651, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6651, relative_absolute_error: 0.4899, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.7437, run_cpu_time: 21.17,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5143, f_measure: 0.2546, kappa: 0.046, kb_relative_information_score: 234985.3959, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5268, predictive_accuracy: 0.1736, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1736, relative_absolute_error: 0.9259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3938, root_relative_squared_error: 1.3128, run_cpu_time: 134.56,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.8887, kappa: 0.0865, kb_relative_information_score: 868437.5504, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8691, predictive_accuracy: 0.9171, prior_entropy: 2, ram_hours: 0, recall: 0.9171, relative_absolute_error: 0.1652, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.4444, run_cpu_time: 18.16,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.494, kappa: 0.3524, kb_relative_information_score: 399081.9477, mean_absolute_error: 0.2595, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5457, predictive_accuracy: 0.5112, prior_entropy: 2, ram_hours: 0, recall: 0.5112, relative_absolute_error: 0.6919, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.431, root_relative_squared_error: 0.9954, run_cpu_time: 19.06,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8316, kappa: 0.6625, kb_relative_information_score: 532344.6205, mean_absolute_error: 0.2477, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8316, predictive_accuracy: 0.8316, prior_entropy: 1, ram_hours: 0, recall: 0.8316, relative_absolute_error: 0.4955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3463, root_relative_squared_error: 0.6926, run_cpu_time: 12.68,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.7946, kappa: 0.7741, kb_relative_information_score: 791410.7938, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7993, predictive_accuracy: 0.7967, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7967, relative_absolute_error: 0.255, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.5986, run_cpu_time: 39.9,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(glass,nominal,137781)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[build], line 15
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.7922, kappa: 0.5331, kb_relative_information_score: 513464.6788, mean_absolute_error: 0.2517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7915, predictive_accuracy: 0.7931, prior_entropy: 1, ram_hours: 0, recall: 0.7931, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.7536, run_cpu_time: 12.27,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.9125, kappa: 0.0676, kb_relative_information_score: 818301.8246, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9033, predictive_accuracy: 0.9356, prior_entropy: 1, ram_hours: 0, recall: 0.9356, relative_absolute_error: 0.1952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.4577, run_cpu_time: 14.78,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.8156, kappa: 0.529, kb_relative_information_score: 787228.442, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.817, predictive_accuracy: 0.8186, prior_entropy: 2.585, ram_hours: 0, recall: 0.8186, relative_absolute_error: 0.2988, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.5592, run_cpu_time: 31.42,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.8003, kappa: 0.5898, kb_relative_information_score: 520102.2777, mean_absolute_error: 0.2497, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8003, predictive_accuracy: 0.8011, prior_entropy: 1, ram_hours: 0, recall: 0.8011, relative_absolute_error: 0.4993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3745, root_relative_squared_error: 0.7489, run_cpu_time: 18.15,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9193, kappa: 0.8308, kb_relative_information_score: 108911.126, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9204, predictive_accuracy: 0.919, prior_entropy: 1, ram_hours: 0, recall: 0.919, relative_absolute_error: 0.1702, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5325, run_cpu_time: 1.23,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.67, kappa: 0.3256, kb_relative_information_score: 13311.4482, mean_absolute_error: 0.3602, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6894, predictive_accuracy: 0.6859, prior_entropy: 1, ram_hours: 0, recall: 0.6859, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4589, root_relative_squared_error: 0.9177, run_cpu_time: 0.47,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6655, f_measure: 0.4846, kappa: 0.2118, kb_relative_information_score: 12269.5254, mean_absolute_error: 0.3795, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4926, predictive_accuracy: 0.482, prior_entropy: 1.585, ram_hours: 0, recall: 0.482, relative_absolute_error: 0.8539, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4556, root_relative_squared_error: 0.9664, run_cpu_time: 0.43,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.4044, kappa: 0.3851, kb_relative_information_score: 456974.0932, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4447, predictive_accuracy: 0.4088, prior_entropy: 4.7004, ram_hours: 0, recall: 0.4088, relative_absolute_error: 0.7346, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.8799, run_cpu_time: 74.6,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9217, kappa: 0.8968, kb_relative_information_score: 910640.9488, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.924, predictive_accuracy: 0.9207, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9207, relative_absolute_error: 0.1177, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.3692, run_cpu_time: 30.14,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8959, kappa: 0.8838, kb_relative_information_score: 896792.1863, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8972, predictive_accuracy: 0.8954, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8954, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.431, run_cpu_time: 77.11,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5115, f_measure: 0.235, kappa: 0.0134, kb_relative_information_score: 125883.7043, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2349, predictive_accuracy: 0.2435, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2435, relative_absolute_error: 0.9667, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4298, root_relative_squared_error: 1.0744, run_cpu_time: 21.67,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8623, kappa: 0.7255, kb_relative_information_score: 830341.2284, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.862, predictive_accuracy: 0.8627, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8627, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2001, root_relative_squared_error: 0.5001, run_cpu_time: 20.11,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.766, f_measure: 0.4995, kappa: 0.3539, kb_relative_information_score: 334184.4744, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5106, predictive_accuracy: 0.5107, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5107, relative_absolute_error: 0.7959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3603, root_relative_squared_error: 0.9008, run_cpu_time: 20.24,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9294, kappa: 0.8587, kb_relative_information_score: 858668.3769, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9332, predictive_accuracy: 0.9297, prior_entropy: 1, ram_hours: 0, recall: 0.9297, relative_absolute_error: 0.1419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.4682, run_cpu_time: 11.38,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5339, f_measure: 0.2409, kappa: 0.0312, kb_relative_information_score: 162083.3998, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.4941, predictive_accuracy: 0.1922, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1922, relative_absolute_error: 0.9002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3464, root_relative_squared_error: 1.1546, run_cpu_time: 42.1,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.7229, kappa: 0.6379, kb_relative_information_score: 676786.189, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7204, predictive_accuracy: 0.7305, prior_entropy: 2.585, ram_hours: 0, recall: 0.7305, relative_absolute_error: 0.4039, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.6711, run_cpu_time: 19.55,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.7888, kappa: 0.7537, kb_relative_information_score: 779638.045, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7996, predictive_accuracy: 0.7889, prior_entropy: 2.8074, ram_hours: 0, recall: 0.7889, relative_absolute_error: 0.2908, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.204, root_relative_squared_error: 0.5831, run_cpu_time: 32.7,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9838, kappa: 0.9798, kb_relative_information_score: 979847.797, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9839, predictive_accuracy: 0.9839, prior_entropy: 2.585, ram_hours: 0, recall: 0.9839, relative_absolute_error: 0.0279, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0635, root_relative_squared_error: 0.1704, run_cpu_time: 32.27,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, f_measure: 0.8625, kappa: 0.7051, kb_relative_information_score: 827950.1853, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8624, predictive_accuracy: 0.8629, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8629, relative_absolute_error: 0.2283, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.497, run_cpu_time: 20.33,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7404, f_measure: 0.4806, kappa: 0.3294, kb_relative_information_score: 316574.4534, mean_absolute_error: 0.2597, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4985, predictive_accuracy: 0.4934, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4934, relative_absolute_error: 0.8116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.9203, run_cpu_time: 20.67,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7438, f_measure: 0.4691, kappa: 0.3179, kb_relative_information_score: 320173.5638, mean_absolute_error: 0.2586, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4755, predictive_accuracy: 0.484, prior_entropy: 2.3219, ram_hours: 0, recall: 0.484, relative_absolute_error: 0.8081, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.369, root_relative_squared_error: 0.9226, run_cpu_time: 21.42,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8215, f_measure: 0.364, kappa: 0.3074, kb_relative_information_score: 361485.2962, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3662, predictive_accuracy: 0.3704, prior_entropy: 3.4594, ram_hours: 0, recall: 0.3704, relative_absolute_error: 0.7953, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.9185, run_cpu_time: 27.41,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5126, f_measure: 0.2406, kappa: 0.0099, kb_relative_information_score: 137126.1361, mean_absolute_error: 0.3065, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.239, predictive_accuracy: 0.2562, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2562, relative_absolute_error: 0.9578, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4219, root_relative_squared_error: 1.0547, run_cpu_time: 20.5,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set colic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5287, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 368, precision: 0.4396, predictive_accuracy: 0.663, prior_entropy: 1, recall: 0.663, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(breast-w)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9467, kappa: 0.8832, kb_relative_information_score: 34760.2089, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.9488, predictive_accuracy: 0.9462, prior_entropy: 1, ram_hours: 0, recall: 0.9462, relative_absolute_error: 0.1172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.4456, run_cpu_time: 0.54,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set ionosphere
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1896, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 351, precision: 0.1289, predictive_accuracy: 0.359, prior_entropy: 1, ram_hours: 0, recall: 0.359, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0059,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set nursery
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8487, f_measure: 0.575, kappa: 0.362, kb_relative_information_score: 5583.0227, mean_absolute_error: 0.2106, mean_prior_absolute_error: 0.32, number_of_instances: 12960, precision: 0.6603, predictive_accuracy: 0.5175, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5175, relative_absolute_error: 0.658, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9035, run_cpu_time: 0.23,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set trains
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, ram_hours: 0, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0017,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.0799, number_of_instances: 226, precision: 0, predictive_accuracy: 0.0044, prior_entropy: 4.585, ram_hours: 0, recall: 0.0044, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1998, root_relative_squared_error: 1, run_cpu_time: 0.0119,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.7146, kappa: 0.6403, kb_relative_information_score: 4217.6147, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.2778, number_of_instances: 6430, precision: 0.7434, predictive_accuracy: 0.7093, prior_entropy: 2.585, ram_hours: 0, recall: 0.7093, relative_absolute_error: 0.3635, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.7438, run_cpu_time: 0.61,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set vote
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4669, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 435, precision: 0.3767, predictive_accuracy: 0.6138, prior_entropy: 1, ram_hours: 0, recall: 0.6138, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1667, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.1111, predictive_accuracy: 0.3333, prior_entropy: 1.585, recall: 0.3333, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set kropt
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4566, f_measure: 0.018, kappa: 0.0013, kb_relative_information_score: 869.3825, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.1049, number_of_instances: 28056, precision: 0.0101, predictive_accuracy: 0.0828, prior_entropy: 4.1699, ram_hours: 0, recall: 0.0828, relative_absolute_error: 1.0021, root_mean_prior_squared_error: 0.2291, root_mean_squared_error: 0.2863, root_relative_squared_error: 1.25, run_cpu_time: 1.2717,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.8799, kappa: 0.2562, kb_relative_information_score: 261733.1451, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.881, predictive_accuracy: 0.9071, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9071, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.4147, run_cpu_time: 6.82,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.8245, kappa: 0.8054, kb_relative_information_score: 832414.069, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8246, predictive_accuracy: 0.8248, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8248, relative_absolute_error: 0.2212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.5357, run_cpu_time: 98.36,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.7053, kappa: 0.6163, kb_relative_information_score: 659301.3401, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7003, predictive_accuracy: 0.7163, prior_entropy: 2.585, ram_hours: 0, recall: 0.7163, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.686, run_cpu_time: 18.04,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.619, kappa: 0.424, kb_relative_information_score: 66406.1725, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.622, predictive_accuracy: 0.6226, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6226, relative_absolute_error: 0.5308, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.7984, run_cpu_time: 6.34,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.5616, kappa: 0.4369, kb_relative_information_score: 529049.5619, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5624, predictive_accuracy: 0.5631, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5631, relative_absolute_error: 0.5822, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2942, root_relative_squared_error: 0.8407, run_cpu_time: 38.7061,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9125, kappa: 0.808, kb_relative_information_score: 785126.0375, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9126, prior_entropy: 1, ram_hours: 0, recall: 0.9126, relative_absolute_error: 0.2255, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.5159, run_cpu_time: 8.4303,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8034, kappa: 0.5174, kb_relative_information_score: 772954.1138, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8053, predictive_accuracy: 0.8084, prior_entropy: 2.585, ram_hours: 0, recall: 0.8084, relative_absolute_error: 0.3042, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.598, run_cpu_time: 49.49,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9615, kappa: 0.9571, kb_relative_information_score: 961185.6091, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.962, predictive_accuracy: 0.9614, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9614, relative_absolute_error: 0.0518, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0773, root_relative_squared_error: 0.2578, run_cpu_time: 174.07,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8037, kappa: 0.7807, kb_relative_information_score: 813253.8276, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8061, predictive_accuracy: 0.8026, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8026, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.5791, run_cpu_time: 154.2143,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.3852, kappa: 0.3625, kb_relative_information_score: 442071.1997, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3973, predictive_accuracy: 0.387, prior_entropy: 4.7004, ram_hours: 0, recall: 0.387, relative_absolute_error: 0.7109, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.917, run_cpu_time: 105.9625,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.8687, kappa: 0.7555, kb_relative_information_score: 818208.6317, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.871, predictive_accuracy: 0.8679, prior_entropy: 2, ram_hours: 0, recall: 0.8679, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.5159, run_cpu_time: 21.54,