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Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.7962, kappa: 0.582, kb_relative_information_score: 22270.934, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8196, predictive_accuracy: 0.804, prior_entropy: 1, recall: 0.804, relative_absolute_error: 0.5293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3844, root_relative_squared_error: 0.7689,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9658, kappa: 0.9316, kb_relative_information_score: 799444.5648, mean_absolute_error: 0.1135, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9666, predictive_accuracy: 0.9659, prior_entropy: 1, recall: 0.9659, relative_absolute_error: 0.227, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.4008,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.849, kappa: 0.8238, kb_relative_information_score: 755921.2839, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.849, prior_entropy: 2.8074, recall: 0.849, relative_absolute_error: 0.3532, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.5703,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.6238, kappa: 0.2674, kb_relative_information_score: 135630.03, mean_absolute_error: 0.3804, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6877, predictive_accuracy: 0.6576, prior_entropy: 1, recall: 0.6576, relative_absolute_error: 0.7608, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5025, root_relative_squared_error: 1.005,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9223, kappa: 0.8813, kb_relative_information_score: 708581.2337, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9245, predictive_accuracy: 0.9222, prior_entropy: 1.585, recall: 0.9222, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2678, root_relative_squared_error: 0.5681,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9735, kappa: 0.9668, kb_relative_information_score: 848023.5009, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9746, predictive_accuracy: 0.9735, prior_entropy: 2.585, recall: 0.9735, relative_absolute_error: 0.2572, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.3986,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.797, kappa: 0.5922, kb_relative_information_score: 532581.8945, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7969, predictive_accuracy: 0.797, prior_entropy: 1, recall: 0.797, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3906, root_relative_squared_error: 0.7812,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8331, kappa: 0.7957, kb_relative_information_score: 747689.6626, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8376, predictive_accuracy: 0.8347, prior_entropy: 2.585, recall: 0.8347, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.5702,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.924, kappa: 0.9152, kb_relative_information_score: 854016.161, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.927, predictive_accuracy: 0.9237, prior_entropy: 3.3219, recall: 0.9237, relative_absolute_error: 0.264, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.4344,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) 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: 0.9999, kb_relative_information_score: 994589.5092, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.0521,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9081, kappa: 0.7894, kb_relative_information_score: 341817.2206, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9136, predictive_accuracy: 0.9106, prior_entropy: 1, recall: 0.9106, relative_absolute_error: 0.3203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.5443,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.8466, kappa: 0.6958, kb_relative_information_score: 61964.5142, mean_absolute_error: 0.1924, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8605, predictive_accuracy: 0.8479, prior_entropy: 1, recall: 0.8479, relative_absolute_error: 0.3847, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.7208,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.7002, kappa: 0.6122, kb_relative_information_score: 521524.2142, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7112, predictive_accuracy: 0.7137, prior_entropy: 2.585, recall: 0.7137, relative_absolute_error: 0.6427, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.7687,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.8763, kappa: 0.8157, kb_relative_information_score: 747664.5289, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8776, predictive_accuracy: 0.8771, prior_entropy: 1.585, recall: 0.8771, relative_absolute_error: 0.3076, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2632, root_relative_squared_error: 0.5584,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, f_measure: 0.5153, kappa: 0.3985, kb_relative_information_score: 378227.0121, mean_absolute_error: 0.2363, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5486, predictive_accuracy: 0.5369, prior_entropy: 2.3219, recall: 0.5369, relative_absolute_error: 0.7386, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.361, root_relative_squared_error: 0.9024,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8468, kappa: 0.5065, kb_relative_information_score: 689270.3059, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8508, predictive_accuracy: 0.8596, prior_entropy: 1, recall: 0.8596, relative_absolute_error: 0.3188, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2937, root_relative_squared_error: 0.5875,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(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: 0.885, kappa: 0.7844, kb_relative_information_score: 799548.363, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8893, predictive_accuracy: 0.8869, prior_entropy: 2, recall: 0.8869, relative_absolute_error: 0.2647, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5092,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7288, f_measure: 0.7037, kappa: 0.3311, kb_relative_information_score: 15925.0854, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7271, predictive_accuracy: 0.7306, prior_entropy: 1, recall: 0.7306, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9273,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8093, f_measure: 0.7379, kappa: 0.4003, kb_relative_information_score: 471769.5185, mean_absolute_error: 0.2698, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7877, predictive_accuracy: 0.7683, prior_entropy: 1, recall: 0.7683, relative_absolute_error: 0.5396, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4179, root_relative_squared_error: 0.8358,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9214, kappa: 0.8992, kb_relative_information_score: 820026.1083, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9216, predictive_accuracy: 0.9232, prior_entropy: 2.8074, recall: 0.9232, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4684,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8289, kappa: 0.8094, kb_relative_information_score: 770001.4752, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8383, predictive_accuracy: 0.8285, prior_entropy: 3.3219, recall: 0.8285, relative_absolute_error: 0.3714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.5753,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.7524, kappa: 0.6998, kb_relative_information_score: 676952.5082, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7682, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.4322, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.6943,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.7268, kappa: 0.368, kb_relative_information_score: 497238.198, mean_absolute_error: 0.2585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8247, predictive_accuracy: 0.7707, prior_entropy: 1, recall: 0.7707, relative_absolute_error: 0.517, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3729, root_relative_squared_error: 0.7458,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) 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: 925497.658, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1023, root_relative_squared_error: 0.2046,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) 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: 997251.5181, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0185, root_relative_squared_error: 0.0371,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.7867, kappa: 0.7601, kb_relative_information_score: 645578.8644, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7958, predictive_accuracy: 0.7881, prior_entropy: 3.1699, recall: 0.7881, relative_absolute_error: 0.5443, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.215, root_relative_squared_error: 0.6841,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.7049, kappa: 0.3991, kb_relative_information_score: 374442.1185, mean_absolute_error: 0.3342, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7087, predictive_accuracy: 0.7093, prior_entropy: 1, recall: 0.7093, relative_absolute_error: 0.6684, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4259, root_relative_squared_error: 0.8518,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.5232, kappa: 0.2664, kb_relative_information_score: 13819.0218, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5254, predictive_accuracy: 0.5225, prior_entropy: 1.585, recall: 0.5225, relative_absolute_error: 0.8381, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4676, root_relative_squared_error: 0.992,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.8359, kappa: 0.5559, kb_relative_information_score: 19198.2901, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8389, predictive_accuracy: 0.8337, prior_entropy: 1, recall: 0.8337, relative_absolute_error: 0.6553, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.7663,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.5343, kappa: 0.0574, kb_relative_information_score: 46275.8514, mean_absolute_error: 0.3034, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.7543, predictive_accuracy: 0.654, prior_entropy: 1, recall: 0.654, relative_absolute_error: 0.6069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4525, root_relative_squared_error: 0.9051,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7984, f_measure: 0.458, kappa: 0.4163, kb_relative_information_score: 460743.7068, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5451, predictive_accuracy: 0.4388, prior_entropy: 4.7004, recall: 0.4388, relative_absolute_error: 0.7499, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.8986,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9807, kappa: 0.7803, kb_relative_information_score: 336743.1176, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 1, recall: 0.9823, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3309,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8387, kappa: 0.7427, kb_relative_information_score: 470374.4035, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8442, predictive_accuracy: 0.8433, prior_entropy: 2.8074, recall: 0.8433, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.185, root_relative_squared_error: 0.5286,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.913, kappa: 0.809, kb_relative_information_score: 755396.2233, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9147, predictive_accuracy: 0.9141, prior_entropy: 1, recall: 0.9141, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.517,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8795, f_measure: 0.8693, kappa: 0.7217, kb_relative_information_score: 712262.2495, mean_absolute_error: 0.1465, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8717, predictive_accuracy: 0.8711, prior_entropy: 1, recall: 0.8711, relative_absolute_error: 0.293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.6854,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.7024, kappa: 0.6722, kb_relative_information_score: 643828.6542, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7037, predictive_accuracy: 0.705, prior_entropy: 3.3219, recall: 0.705, relative_absolute_error: 0.5058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.7317,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.587, kappa: 0.1804, kb_relative_information_score: 287999.8621, mean_absolute_error: 0.3587, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7236, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.7174, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5676, root_relative_squared_error: 1.1352,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, f_measure: 0.8587, kappa: 0.7132, kb_relative_information_score: 552500.8236, mean_absolute_error: 0.2394, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8602, prior_entropy: 1, recall: 0.8602, relative_absolute_error: 0.4787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.6922,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8001, kappa: 0.7738, kb_relative_information_score: 673009.3801, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8153, predictive_accuracy: 0.7966, prior_entropy: 3.3219, recall: 0.7966, relative_absolute_error: 0.5213, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.6663,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.8243, kappa: 0.6487, kb_relative_information_score: 802768.5505, mean_absolute_error: 0.0833, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8243, predictive_accuracy: 0.8243, prior_entropy: 2.3219, recall: 0.8243, relative_absolute_error: 0.2602, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.5491,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9487, kappa: 0.8921, kb_relative_information_score: 116819.3828, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.949, predictive_accuracy: 0.9486, prior_entropy: 1, recall: 0.9486, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.3897,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9209, kappa: 0.8417, kb_relative_information_score: 882239.7618, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9209, predictive_accuracy: 0.9209, prior_entropy: 2.3219, recall: 0.9209, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.171, root_relative_squared_error: 0.4276,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8747, kappa: 0.7331, kb_relative_information_score: 719063.7075, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8764, prior_entropy: 1, recall: 0.8764, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.6745,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.91, kappa: 0.82, kb_relative_information_score: 799336.6918, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9104, predictive_accuracy: 0.91, prior_entropy: 1, recall: 0.91, relative_absolute_error: 0.2046, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.5063,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8172, kappa: 0.7603, kb_relative_information_score: 617270.4617, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8368, predictive_accuracy: 0.8138, prior_entropy: 2.3219, recall: 0.8138, relative_absolute_error: 0.5179, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.6691,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.7483, kappa: 0.6795, kb_relative_information_score: 589544.4618, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7765, predictive_accuracy: 0.7526, prior_entropy: 2.3219, recall: 0.7526, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.28, root_relative_squared_error: 0.7,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.8581, kappa: 0.0652, kb_relative_information_score: 252374.6291, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8521, predictive_accuracy: 0.9006, prior_entropy: 2.3219, recall: 0.9006, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4871,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8686, kappa: 0.7403, kb_relative_information_score: 797092.3441, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.869, predictive_accuracy: 0.8715, prior_entropy: 2.3219, recall: 0.8715, relative_absolute_error: 0.281, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.5335,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.8963, kappa: 0.6717, kb_relative_information_score: 732667.3565, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8982, predictive_accuracy: 0.9015, prior_entropy: 1, recall: 0.9015, relative_absolute_error: 0.2802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.5635,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7277, f_measure: 0.7101, kappa: 0.2809, kb_relative_information_score: 429263.0761, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7449, predictive_accuracy: 0.751, prior_entropy: 1, recall: 0.751, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4326, root_relative_squared_error: 0.8651,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8059, f_measure: 0.5027, kappa: 0.3289, kb_relative_information_score: 380361.0728, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6109, predictive_accuracy: 0.4977, prior_entropy: 2, recall: 0.4977, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.9004,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8709, kappa: 0.7377, kb_relative_information_score: 600244.7403, mean_absolute_error: 0.214, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8734, predictive_accuracy: 0.8718, prior_entropy: 1, recall: 0.8718, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.6598,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.7739, kappa: 0.621, kb_relative_information_score: 941997.6836, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7812, predictive_accuracy: 0.7812, prior_entropy: 3.3219, recall: 0.7812, relative_absolute_error: 0.5521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.6951,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9218, kappa: 0.8131, kb_relative_information_score: 803561.2256, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.927, predictive_accuracy: 0.9282, prior_entropy: 2.585, recall: 0.9282, relative_absolute_error: 0.3206, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.4551,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.933, kappa: 0.8657, kb_relative_information_score: 808078.61, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.933, predictive_accuracy: 0.933, prior_entropy: 1, recall: 0.933, relative_absolute_error: 0.203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.4708,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9042, kappa: 0.8953, kb_relative_information_score: 841036.5528, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9107, predictive_accuracy: 0.9044, prior_entropy: 4.2479, recall: 0.9044, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.481,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.7775, kappa: 0.7134, kb_relative_information_score: 601276.8858, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8069, predictive_accuracy: 0.7784, prior_entropy: 2.3219, recall: 0.7784, relative_absolute_error: 0.5305, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.6872,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.5999, kappa: 0.4976, kb_relative_information_score: 459915.333, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.682, predictive_accuracy: 0.6173, prior_entropy: 2.3219, recall: 0.6173, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.7992,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.9318, kappa: 0.8489, kb_relative_information_score: 756632.1127, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9328, prior_entropy: 1, recall: 0.9328, relative_absolute_error: 0.2671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.4985,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.4982, kappa: 0.4392, kb_relative_information_score: 482217.8585, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5565, predictive_accuracy: 0.4902, prior_entropy: 3.4594, recall: 0.4902, relative_absolute_error: 0.7213, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2477, root_relative_squared_error: 0.8616,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8972, kappa: 0.7513, kb_relative_information_score: 756160.7856, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9095, predictive_accuracy: 0.9053, prior_entropy: 2.585, recall: 0.9053, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.5182,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.6854, kappa: 0.4665, kb_relative_information_score: 554451.0559, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7115, predictive_accuracy: 0.7177, prior_entropy: 3.3219, recall: 0.7177, relative_absolute_error: 0.5016, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.7047,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.5173, kappa: 0.3913, kb_relative_information_score: 389617.1175, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.61, predictive_accuracy: 0.5416, prior_entropy: 2.3219, recall: 0.5416, relative_absolute_error: 0.7334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.8586,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9042, kappa: 0.8953, kb_relative_information_score: 841036.5528, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9107, predictive_accuracy: 0.9044, prior_entropy: 4.2479, recall: 0.9044, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.481,