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Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.5146, kappa: 0.4966, kb_relative_information_score: 557947.7487, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, recall: 0.516, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.8184,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.6306, kappa: 0.5159, kb_relative_information_score: 590219.6308, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.626, predictive_accuracy: 0.6498, prior_entropy: 2.585, recall: 0.6498, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.8066,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9783, kappa: 0.9728, kb_relative_information_score: 972225.6098, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9783, predictive_accuracy: 0.9783, prior_entropy: 2.585, recall: 0.9783, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.076, root_relative_squared_error: 0.2039,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.8798, kappa: 0.7563, kb_relative_information_score: 681459.8664, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8798, predictive_accuracy: 0.8799, prior_entropy: 1, recall: 0.8799, relative_absolute_error: 0.3396, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.6112,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.6483, kappa: 0.5473, kb_relative_information_score: 534403.3308, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.646, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.5614, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7902,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8378, kappa: 0.4846, kb_relative_information_score: 590061.4962, mean_absolute_error: 0.2168, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8364, predictive_accuracy: 0.8475, prior_entropy: 1, recall: 0.8475, relative_absolute_error: 0.4337, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.6661,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 868412.1308, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.3782,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999979.1578, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0036,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9491, kappa: 0.8858, kb_relative_information_score: 421239.2289, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9494, predictive_accuracy: 0.9489, prior_entropy: 1, recall: 0.9489, relative_absolute_error: 0.1478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4049,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8327, f_measure: 0.8303, kappa: 0.6624, kb_relative_information_score: 54859.4443, mean_absolute_error: 0.2355, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8379, predictive_accuracy: 0.8312, prior_entropy: 1, recall: 0.8312, relative_absolute_error: 0.471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3806, root_relative_squared_error: 0.7612,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.7891, kappa: 0.5798, kb_relative_information_score: 560679.8844, mean_absolute_error: 0.2457, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.802, predictive_accuracy: 0.7885, prior_entropy: 1, recall: 0.7885, relative_absolute_error: 0.4914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3903, root_relative_squared_error: 0.7806,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.7652, kappa: 0.4231, kb_relative_information_score: 432908.7987, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7664, predictive_accuracy: 0.777, prior_entropy: 1, recall: 0.777, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8148, kappa: 0.7945, kb_relative_information_score: 809634.0197, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.815, predictive_accuracy: 0.8151, prior_entropy: 3.3219, recall: 0.8151, relative_absolute_error: 0.238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.5687,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.8401, kappa: 0.8227, kb_relative_information_score: 850651.8578, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8404, prior_entropy: 3.3219, recall: 0.8404, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.5089,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.872, kappa: 0.8088, kb_relative_information_score: 789238.1304, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8725, predictive_accuracy: 0.8725, prior_entropy: 1.585, recall: 0.8725, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.5411,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.6958, kappa: 0.666, kb_relative_information_score: 678018.402, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, recall: 0.6963, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.6857,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7537, f_measure: 0.7223, kappa: 0.3752, kb_relative_information_score: 12543.9024, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7225, predictive_accuracy: 0.7315, prior_entropy: 1, recall: 0.7315, relative_absolute_error: 0.7118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.8586,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8381, kappa: 0.5431, kb_relative_information_score: 29488.3216, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.8434, prior_entropy: 1, recall: 0.8434, relative_absolute_error: 0.4172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6789,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9801, kappa: 0.7956, kb_relative_information_score: 378979.1329, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9808, predictive_accuracy: 0.9795, prior_entropy: 1, recall: 0.9795, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.2856,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 881425.6257, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3998,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6988, f_measure: 0.5274, kappa: 0.2675, kb_relative_information_score: 12769.1608, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5271, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9332,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8778, kappa: 0.7526, kb_relative_information_score: 676065.2711, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 1, recall: 0.8778, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.309, root_relative_squared_error: 0.6179,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 843289.0453, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4785,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.9136, kappa: 0.7329, kb_relative_information_score: 770181.7134, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, recall: 0.9152, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.5111,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.5143, kappa: 0.0078, kb_relative_information_score: 18554.5999, mean_absolute_error: 0.4297, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5572, predictive_accuracy: 0.6329, prior_entropy: 1, recall: 0.6329, relative_absolute_error: 0.8594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5351, root_relative_squared_error: 1.0703,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 720366.6216, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.226, root_relative_squared_error: 0.6065,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.8222, kappa: 0.7814, kb_relative_information_score: 794473.5889, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8225, predictive_accuracy: 0.8227, prior_entropy: 2.585, recall: 0.8227, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.598,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.6326, kappa: 0.2654, kb_relative_information_score: 114475.543, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6566, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8249, f_measure: 0.5583, kappa: 0.44, kb_relative_information_score: 462659.4421, mean_absolute_error: 0.2032, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5563, predictive_accuracy: 0.5654, prior_entropy: 2.3219, recall: 0.5654, relative_absolute_error: 0.635, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8682,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999693.9835, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0073, root_relative_squared_error: 0.0146,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999536.3935, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0072, root_relative_squared_error: 0.0144,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.7799, kappa: 0.7515, kb_relative_information_score: 761714.6768, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7799, predictive_accuracy: 0.7808, prior_entropy: 3.1699, recall: 0.7808, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.5999,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 972504.346, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.1889,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9428, kappa: 0.8746, kb_relative_information_score: 844608.6855, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, recall: 0.943, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4329,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9414, kappa: 0.857, kb_relative_information_score: 929062.1959, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9406, predictive_accuracy: 0.9432, prior_entropy: 2.585, recall: 0.9432, relative_absolute_error: 0.0939, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.328,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9508, kappa: 0.9015, kb_relative_information_score: 863751.8433, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9515, predictive_accuracy: 0.9507, prior_entropy: 1, recall: 0.9507, relative_absolute_error: 0.1471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.201, root_relative_squared_error: 0.4021,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9055, kappa: 0.8949, kb_relative_information_score: 901768.0467, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9054, prior_entropy: 3.3219, recall: 0.9054, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4123,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8633, kappa: 0.8404, kb_relative_information_score: 838693.8531, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8632, prior_entropy: 2.8074, recall: 0.8632, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4808,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9461, kappa: 0.8831, kb_relative_information_score: 858528.8436, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, recall: 0.9461, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4199,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8019, kappa: 0.6825, kb_relative_information_score: 456173.8008, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8029, predictive_accuracy: 0.8031, prior_entropy: 2.8074, recall: 0.8031, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.607,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8905, kappa: 0.781, kb_relative_information_score: 827480.0378, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8905, prior_entropy: 2.3219, recall: 0.8905, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.192, root_relative_squared_error: 0.48,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 777876.9503, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, recall: 0.8319, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5645,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.792, kappa: 0.7305, kb_relative_information_score: 731614.7112, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7923, predictive_accuracy: 0.7923, prior_entropy: 2.3219, recall: 0.7923, relative_absolute_error: 0.325, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.6186,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.4477, kappa: 0.2822, kb_relative_information_score: 325721.3048, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4503, predictive_accuracy: 0.4527, prior_entropy: 2.3219, recall: 0.4527, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3721, root_relative_squared_error: 0.9303,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.847, kappa: 0.6745, kb_relative_information_score: 580747.7177, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8488, prior_entropy: 1, recall: 0.8488, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7914, kappa: 0.5723, kb_relative_information_score: 23692.8283, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 1, recall: 0.792, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.7998,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9391, kappa: 0.8782, kb_relative_information_score: 836566.9148, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9391, predictive_accuracy: 0.9391, prior_entropy: 1, recall: 0.9391, relative_absolute_error: 0.1753, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.4351,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.7876, kappa: 0.5752, kb_relative_information_score: 736015.8809, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7876, predictive_accuracy: 0.7876, prior_entropy: 2.3219, recall: 0.7876, relative_absolute_error: 0.3553, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.6161,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.6898, kappa: 0.6558, kb_relative_information_score: 645758.6635, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6899, predictive_accuracy: 0.6902, prior_entropy: 3.3219, recall: 0.6902, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.7069,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.7538, kappa: 0.569, kb_relative_information_score: 645334.7372, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7523, predictive_accuracy: 0.7607, prior_entropy: 3.3219, recall: 0.7607, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.6088,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7617, kappa: 0.6921, kb_relative_information_score: 687967.5545, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7614, predictive_accuracy: 0.7631, prior_entropy: 2.3219, recall: 0.7631, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6589,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.2815, kappa: 0.0743, kb_relative_information_score: 153379.4542, mean_absolute_error: 0.298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3123, predictive_accuracy: 0.3226, prior_entropy: 2.3219, recall: 0.3226, relative_absolute_error: 0.9313, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9825,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6609, f_measure: 0.5925, kappa: 0.1857, kb_relative_information_score: 195092.7675, mean_absolute_error: 0.4098, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7104, predictive_accuracy: 0.663, prior_entropy: 1, recall: 0.663, relative_absolute_error: 0.8196, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9079,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8472, kappa: 0.6749, kb_relative_information_score: 580216.2007, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8489, prior_entropy: 1, recall: 0.8489, relative_absolute_error: 0.4539, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.6877,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9435, kappa: 0.8606, kb_relative_information_score: 930105.5061, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.3272,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.5146, kappa: 0.4966, kb_relative_information_score: 557947.7487, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, recall: 0.516, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.8184,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9025, kappa: 0.8179, kb_relative_information_score: 856925.5837, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4478,