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Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8704, kappa: 0.8151, kb_relative_information_score: 12563.5199, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.8712, predictive_accuracy: 0.8723, prior_entropy: 3.7004, recall: 0.8723, relative_absolute_error: 0.9064, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2486, root_relative_squared_error: 0.9331,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.8745, kappa: 0.7526, kb_relative_information_score: 497745.8369, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.874, predictive_accuracy: 0.8768, prior_entropy: 2.3219, recall: 0.8768, relative_absolute_error: 0.6902, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.7595,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.8745, kappa: 0.7526, kb_relative_information_score: 497745.8369, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.874, predictive_accuracy: 0.8768, prior_entropy: 2.3219, recall: 0.8768, relative_absolute_error: 0.6902, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.7595,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.924, kappa: 0.8344, kb_relative_information_score: 829819.1014, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9239, predictive_accuracy: 0.9242, prior_entropy: 1, recall: 0.9242, relative_absolute_error: 0.1745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.244, root_relative_squared_error: 0.4881,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.8872, kappa: 0.7603, kb_relative_information_score: 769914.1802, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8882, predictive_accuracy: 0.8882, prior_entropy: 1, recall: 0.8882, relative_absolute_error: 0.2314, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.6589,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.6914, kappa: 0.3729, kb_relative_information_score: 17504.2422, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6946, predictive_accuracy: 0.69, prior_entropy: 1, recall: 0.69, relative_absolute_error: 0.6137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5255, root_relative_squared_error: 1.0509,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.8947, kappa: 0.7763, kb_relative_information_score: 783437.4422, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8956, predictive_accuracy: 0.8956, prior_entropy: 1, recall: 0.8956, relative_absolute_error: 0.218, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.6412,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7359, f_measure: 0.6228, kappa: 0.4273, kb_relative_information_score: 33037.3357, mean_absolute_error: 0.2115, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6171, predictive_accuracy: 0.643, prior_entropy: 2.8074, recall: 0.643, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3213, root_relative_squared_error: 0.9183,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6519, f_measure: 0.3858, kappa: 0.203, kb_relative_information_score: 194911.7143, mean_absolute_error: 0.2925, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3891, predictive_accuracy: 0.3993, prior_entropy: 2.3219, recall: 0.3993, relative_absolute_error: 0.9141, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3841, root_relative_squared_error: 0.9601,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8029, f_measure: 0.5429, kappa: 0.4093, kb_relative_information_score: 264785.535, mean_absolute_error: 0.2765, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5551, predictive_accuracy: 0.5538, prior_entropy: 2.3219, recall: 0.5538, relative_absolute_error: 0.864, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9063,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.9349, kappa: 0.8567, kb_relative_information_score: 865710.9878, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9351, predictive_accuracy: 0.9353, prior_entropy: 1, recall: 0.9353, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.473,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.9171, kappa: 0.7953, kb_relative_information_score: 372585.8643, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9163, predictive_accuracy: 0.9192, prior_entropy: 2.585, recall: 0.9192, relative_absolute_error: 0.809, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3143, root_relative_squared_error: 0.8435,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7627, f_measure: 0.8007, kappa: 0.4944, kb_relative_information_score: 356055.0572, mean_absolute_error: 0.2276, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7978, predictive_accuracy: 0.8127, prior_entropy: 2.585, recall: 0.8127, relative_absolute_error: 0.8194, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.8555,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.8915, kappa: 0.7973, kb_relative_information_score: 462483.7587, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8916, predictive_accuracy: 0.8924, prior_entropy: 2, recall: 0.8924, relative_absolute_error: 0.6962, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.749,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6733, f_measure: 0.512, kappa: 0.2413, kb_relative_information_score: 14515.8175, mean_absolute_error: 0.3698, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5113, predictive_accuracy: 0.5139, prior_entropy: 1.585, recall: 0.5139, relative_absolute_error: 0.832, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4568, root_relative_squared_error: 0.9691,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9694, kappa: 0.966, kb_relative_information_score: 296095.3564, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9695, predictive_accuracy: 0.9694, prior_entropy: 3.3219, recall: 0.9694, relative_absolute_error: 0.8913, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2718, root_relative_squared_error: 0.906,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.8332, kappa: 0.8142, kb_relative_information_score: 280321.1595, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8337, predictive_accuracy: 0.8328, prior_entropy: 3.3219, recall: 0.8328, relative_absolute_error: 0.8986, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2745, root_relative_squared_error: 0.9149,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, f_measure: 0.6052, kappa: 0.4943, kb_relative_information_score: 279119.9975, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6032, predictive_accuracy: 0.6154, prior_entropy: 2.8074, recall: 0.6154, relative_absolute_error: 0.8764, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3164, root_relative_squared_error: 0.9042,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4773, f_measure: 0.85, kb_relative_information_score: 118791.2654, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.7684, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.8153,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.7568, kappa: 0.7308, kb_relative_information_score: 273935.8843, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7561, predictive_accuracy: 0.7577, prior_entropy: 3.3219, recall: 0.7577, relative_absolute_error: 0.9013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2754, root_relative_squared_error: 0.9179,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.8122, kappa: 0.7915, kb_relative_information_score: 275107.7575, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8125, predictive_accuracy: 0.8123, prior_entropy: 3.3219, recall: 0.8123, relative_absolute_error: 0.9006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.917,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.8745, kappa: 0.7474, kb_relative_information_score: 738859.7447, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8742, prior_entropy: 1, recall: 0.8742, relative_absolute_error: 0.2633, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.6625,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8757, f_measure: 0.4505, kappa: 0.4311, kb_relative_information_score: 163645.4145, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4523, predictive_accuracy: 0.4531, prior_entropy: 4.7004, recall: 0.4531, relative_absolute_error: 0.9714, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.188, root_relative_squared_error: 0.9775,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.7307, kappa: 0.6471, kb_relative_information_score: 307474.5139, mean_absolute_error: 0.2357, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7262, predictive_accuracy: 0.7395, prior_entropy: 2.585, recall: 0.7395, relative_absolute_error: 0.8485, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.8764,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8783, kappa: 0.7532, kb_relative_information_score: 753313.1809, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8783, predictive_accuracy: 0.8784, prior_entropy: 1, recall: 0.8784, relative_absolute_error: 0.2475, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.6605,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(colic)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9206, f_measure: 0.8818, kappa: 0.7455, kb_relative_information_score: 750541.2075, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8817, predictive_accuracy: 0.8823, prior_entropy: 1, recall: 0.8823, relative_absolute_error: 0.2527, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3112, root_relative_squared_error: 0.6224,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8095, f_measure: 0.581, kappa: 0.4554, kb_relative_information_score: 316065.1369, mean_absolute_error: 0.3042, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5789, predictive_accuracy: 0.5913, prior_entropy: 2, recall: 0.5913, relative_absolute_error: 0.8111, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.382, root_relative_squared_error: 0.8822,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, f_measure: 0.7971, kappa: 0.5922, kb_relative_information_score: 577051.8376, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7971, predictive_accuracy: 0.7972, prior_entropy: 1, recall: 0.7972, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.8104,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.8952, kappa: 0.6728, kb_relative_information_score: 792409.4816, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8947, predictive_accuracy: 0.8985, prior_entropy: 1, recall: 0.8985, relative_absolute_error: 0.2087, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.298, root_relative_squared_error: 0.596,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9846, kappa: 0.9808, kb_relative_information_score: 383696.3343, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 2.585, recall: 0.9846, relative_absolute_error: 0.802, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3096, root_relative_squared_error: 0.8308,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.663, f_measure: 0.6967, kappa: 0.3284, kb_relative_information_score: 15576, mean_absolute_error: 0.3022, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6957, predictive_accuracy: 0.6978, prior_entropy: 1, recall: 0.6978, relative_absolute_error: 0.6043, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5497, root_relative_squared_error: 1.0994,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8368, f_measure: 0.8321, kappa: 0.5297, kb_relative_information_score: 32169.8348, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8301, predictive_accuracy: 0.8357, prior_entropy: 1, recall: 0.8357, relative_absolute_error: 0.3445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3708, root_relative_squared_error: 0.7416,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.8871, kappa: 0.8311, kb_relative_information_score: 554724.1606, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8872, predictive_accuracy: 0.8874, prior_entropy: 1.585, recall: 0.8874, relative_absolute_error: 0.5677, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3128, root_relative_squared_error: 0.6635,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7063, f_measure: 0.7572, kappa: 0.4068, kb_relative_information_score: 532375.2437, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7555, predictive_accuracy: 0.7661, prior_entropy: 1, recall: 0.7661, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4815, root_relative_squared_error: 0.963,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8868, f_measure: 0.6984, kappa: 0.6453, kb_relative_information_score: 218833.795, mean_absolute_error: 0.2319, mean_prior_absolute_error: 0.2778, number_of_instances: 663552, precision: 0.6906, predictive_accuracy: 0.7276, prior_entropy: 2.585, recall: 0.7276, relative_absolute_error: 0.8347, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.8661,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9344, kappa: 0.9152, kb_relative_information_score: 343456.5429, mean_absolute_error: 0.2058, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9352, prior_entropy: 2.8074, recall: 0.9352, relative_absolute_error: 0.8405, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.8633,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.7549, kappa: 0.7055, kb_relative_information_score: 340021.5985, mean_absolute_error: 0.2302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7651, predictive_accuracy: 0.7723, prior_entropy: 2.585, recall: 0.7723, relative_absolute_error: 0.8287, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.8601,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8098, f_measure: 0.3656, kappa: 0.3052, kb_relative_information_score: 179576.5317, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3647, predictive_accuracy: 0.3684, prior_entropy: 3.4594, recall: 0.3684, relative_absolute_error: 0.9459, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.9606,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9278, kappa: 0.8903, kb_relative_information_score: 578619.8992, mean_absolute_error: 0.2429, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9278, predictive_accuracy: 0.9278, prior_entropy: 1.585, recall: 0.9278, relative_absolute_error: 0.5466, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.6353,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5073, f_measure: 0.5409, kappa: 0.0145, kb_relative_information_score: 9141, mean_absolute_error: 0.4622, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5448, predictive_accuracy: 0.5378, prior_entropy: 1, recall: 0.5378, relative_absolute_error: 0.9244, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6799, root_relative_squared_error: 1.3597,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.9713, kappa: 0.2001, kb_relative_information_score: 634667.9525, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9745, predictive_accuracy: 0.9789, prior_entropy: 1, recall: 0.9789, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1349, root_relative_squared_error: 0.2698,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9916, kb_relative_information_score: 992308.5634, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1298,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8372, kappa: 0.8017, kb_relative_information_score: 350998.6829, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8358, predictive_accuracy: 0.8399, prior_entropy: 2.585, recall: 0.8399, relative_absolute_error: 0.8224, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.8531,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(spect_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8748, kappa: -0, kb_relative_information_score: 829210, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8451, predictive_accuracy: 0.9146, prior_entropy: 1, recall: 0.9146, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.5844,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6903, kappa: -0, kb_relative_information_score: 568480, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6622, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.4315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4645, root_relative_squared_error: 0.929,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(adult)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8636, f_measure: 0.8545, kappa: 0.5896, kb_relative_information_score: 701945.2165, mean_absolute_error: 0.151, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8539, predictive_accuracy: 0.8597, prior_entropy: 1, recall: 0.8597, relative_absolute_error: 0.3019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3375, root_relative_squared_error: 0.675,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(primary-tumor)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 34
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.853, kappa: 0.7025, kb_relative_information_score: 700373.223, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8578, predictive_accuracy: 0.8523, prior_entropy: 1, recall: 0.8523, relative_absolute_error: 0.3004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.7294,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6496, f_measure: 0.7732, kappa: 0.2509, kb_relative_information_score: 616051.5595, mean_absolute_error: 0.1918, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7779, predictive_accuracy: 0.807, prior_entropy: 1, recall: 0.807, relative_absolute_error: 0.3836, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4309, root_relative_squared_error: 0.8617,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8101, f_measure: 0.3648, kappa: 0.3046, kb_relative_information_score: 180263.59, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3641, predictive_accuracy: 0.3678, prior_entropy: 3.4594, recall: 0.3678, relative_absolute_error: 0.9456, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2761, root_relative_squared_error: 0.9605,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8324, f_measure: 0.5566, kappa: 0.4366, kb_relative_information_score: 263729.7909, mean_absolute_error: 0.2762, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.562, predictive_accuracy: 0.5659, prior_entropy: 2.3219, recall: 0.5659, relative_absolute_error: 0.8632, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3597, root_relative_squared_error: 0.8993,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7814, f_measure: 0.7537, kappa: 0.4465, kb_relative_information_score: 511830.1774, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7526, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.4883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4769, root_relative_squared_error: 0.9539,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(SPECTF)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5069, f_measure: 0.6131, kappa: 0.0194, kb_relative_information_score: 434824, mean_absolute_error: 0.2826, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6477, predictive_accuracy: 0.7174, prior_entropy: 1, recall: 0.7174, relative_absolute_error: 0.5652, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5316, root_relative_squared_error: 1.0632,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.7915, kappa: 0.7654, kb_relative_information_score: 287361.3453, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7911, predictive_accuracy: 0.7932, prior_entropy: 3.1699, recall: 0.7932, relative_absolute_error: 0.8886, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.9084,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.7857, kappa: 0.5596, kb_relative_information_score: 540748.545, mean_absolute_error: 0.2352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7855, predictive_accuracy: 0.7863, prior_entropy: 1, recall: 0.7863, relative_absolute_error: 0.4705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3777, root_relative_squared_error: 0.7553,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.9159, kappa: 0.7925, kb_relative_information_score: 372585.2734, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9154, predictive_accuracy: 0.9177, prior_entropy: 2.585, recall: 0.9177, relative_absolute_error: 0.8091, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3144, root_relative_squared_error: 0.8435,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9999, kappa: 0.9994, kb_relative_information_score: 999754, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9999, predictive_accuracy: 0.9999, prior_entropy: 1, recall: 0.9999, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0111, root_relative_squared_error: 0.0222,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998908, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0467,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9994, kappa: 0.9986, kb_relative_information_score: 998730, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 1, recall: 0.9994, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0252, root_relative_squared_error: 0.0504,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.7878, f_measure: 0.8216, kappa: 0.5458, kb_relative_information_score: 359318.7485, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.819, predictive_accuracy: 0.8286, prior_entropy: 2.585, recall: 0.8286, relative_absolute_error: 0.8175, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.318, root_relative_squared_error: 0.8532,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.657, f_measure: 0.486, kappa: 0.2023, kb_relative_information_score: 13730.0224, mean_absolute_error: 0.3769, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4943, predictive_accuracy: 0.4886, prior_entropy: 1.585, recall: 0.4886, relative_absolute_error: 0.8481, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9833,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9809, kappa: 0.9617, kb_relative_information_score: 948508.9276, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9809, predictive_accuracy: 0.9809, prior_entropy: 1, recall: 0.9809, relative_absolute_error: 0.0546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.2447,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.786, kappa: 0.7628, kb_relative_information_score: 273109.3322, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7856, predictive_accuracy: 0.7865, prior_entropy: 3.3219, recall: 0.7865, relative_absolute_error: 0.9018, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.9173,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9932, f_measure: 0.948, kappa: 0.9423, kb_relative_information_score: 291753.8297, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.948, predictive_accuracy: 0.9481, prior_entropy: 3.3219, recall: 0.9481, relative_absolute_error: 0.8932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2721, root_relative_squared_error: 0.9069,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9212, f_measure: 0.7443, kappa: 0.6649, kb_relative_information_score: 313272.3574, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.74, predictive_accuracy: 0.7523, prior_entropy: 2.585, recall: 0.7523, relative_absolute_error: 0.8449, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.8731,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.7174, f_measure: 0.8986, kappa: 0.4443, kb_relative_information_score: 120432.013, mean_absolute_error: 0.2445, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8916, predictive_accuracy: 0.9133, prior_entropy: 2.3219, recall: 0.9133, relative_absolute_error: 0.764, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.8096,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9303, f_measure: 0.76, kappa: 0.6847, kb_relative_information_score: 319211.7162, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7566, predictive_accuracy: 0.7666, prior_entropy: 2.585, recall: 0.7666, relative_absolute_error: 0.8415, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.8696,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9125, f_measure: 0.8749, kappa: 0.7484, kb_relative_information_score: 738621.3717, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8745, prior_entropy: 1, recall: 0.8745, relative_absolute_error: 0.2636, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.6605,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8848, kappa: 0.7519, kb_relative_information_score: 754148.8382, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8848, predictive_accuracy: 0.8854, prior_entropy: 1, recall: 0.8854, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.6102,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9846, kappa: 0.9807, kb_relative_information_score: 383661.1547, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 2.585, recall: 0.9846, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3098, root_relative_squared_error: 0.8313,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.858, kappa: 0.8338, kb_relative_information_score: 330936.9425, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.86, predictive_accuracy: 0.8576, prior_entropy: 2.8074, recall: 0.8576, relative_absolute_error: 0.8475, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.8713,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9372, kappa: 0.9301, kb_relative_information_score: 291250.7586, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9374, predictive_accuracy: 0.9371, prior_entropy: 3.3219, recall: 0.9371, relative_absolute_error: 0.8934, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.9083,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5048, f_measure: 0.9099, kappa: 0.0168, kb_relative_information_score: 875700.1223, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9, predictive_accuracy: 0.9378, prior_entropy: 1, recall: 0.9378, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.4986,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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[vehic], line 15
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.7141, f_measure: 0.7596, kappa: 0.4133, kb_relative_information_score: 536571.0947, mean_absolute_error: 0.2317, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.758, predictive_accuracy: 0.7682, prior_entropy: 1, recall: 0.7682, relative_absolute_error: 0.4634, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.478, root_relative_squared_error: 0.956,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.887, kappa: 0.8745, kb_relative_information_score: 282092.0162, mean_absolute_error: 0.1616, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8872, predictive_accuracy: 0.8871, prior_entropy: 3.3219, recall: 0.8871, relative_absolute_error: 0.8975, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.9108,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.88, f_measure: 0.7955, kappa: 0.5403, kb_relative_information_score: 574696.9042, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7948, predictive_accuracy: 0.7967, prior_entropy: 1, recall: 0.7967, relative_absolute_error: 0.4319, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3787, root_relative_squared_error: 0.7574,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.8732, f_measure: 0.8649, kappa: 0.7329, kb_relative_information_score: 485551.1809, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8636, predictive_accuracy: 0.867, prior_entropy: 2.3219, recall: 0.867, relative_absolute_error: 0.6992, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3078, root_relative_squared_error: 0.7694,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.889, kappa: 0.8784, kb_relative_information_score: 230352.0663, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8904, predictive_accuracy: 0.889, prior_entropy: 4.2479, recall: 0.889, relative_absolute_error: 0.946, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.9543,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8564, kappa: 0.7114, kb_relative_information_score: 670556.471, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8564, predictive_accuracy: 0.8563, prior_entropy: 1, recall: 0.8563, relative_absolute_error: 0.3388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.6588,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.899, f_measure: 0.8112, kappa: 0.6122, kb_relative_information_score: 562385.9786, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8118, prior_entropy: 1, recall: 0.8118, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.7166,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set mnist_784
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.8993, kappa: 0.8884, kb_relative_information_score: 19836.6374, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9005, predictive_accuracy: 0.8996, prior_entropy: 3.3219, recall: 0.8996, relative_absolute_error: 0.897, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2757, root_relative_squared_error: 0.9189,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5715, f_measure: 0.5822, kappa: 0.165, kb_relative_information_score: 308962, mean_absolute_error: 0.3455, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6896, predictive_accuracy: 0.6545, prior_entropy: 1, recall: 0.6545, relative_absolute_error: 0.691, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5878, root_relative_squared_error: 1.1756,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.8578, f_measure: 0.8602, kappa: 0.7016, kb_relative_information_score: 470700.5712, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.859, predictive_accuracy: 0.8629, prior_entropy: 2.3219, recall: 0.8629, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3108, root_relative_squared_error: 0.777,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.8961, kappa: 0.7922, kb_relative_information_score: 779339.9203, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8962, predictive_accuracy: 0.8961, prior_entropy: 1, recall: 0.8961, relative_absolute_error: 0.2236, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5849,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9164, f_measure: 0.8829, kappa: 0.7628, kb_relative_information_score: 759852.2686, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8829, predictive_accuracy: 0.883, prior_entropy: 1, recall: 0.883, relative_absolute_error: 0.2416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6374,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.9053, kappa: 0.7065, kb_relative_information_score: 808595.7173, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9049, predictive_accuracy: 0.9078, prior_entropy: 1, recall: 0.9078, relative_absolute_error: 0.193, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2801, root_relative_squared_error: 0.5603,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.961, kappa: 0.9177, kb_relative_information_score: 120478.943, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.961, predictive_accuracy: 0.9609, prior_entropy: 1, recall: 0.9609, relative_absolute_error: 0.0815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3702,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5331, f_measure: 0.8922, kappa: 0.0842, kb_relative_information_score: 473758.5894, mean_absolute_error: 0.2569, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8821, predictive_accuracy: 0.9238, prior_entropy: 2, recall: 0.9238, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7489,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8503, f_measure: 0.6463, kappa: 0.5367, kb_relative_information_score: 342249.5384, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6483, predictive_accuracy: 0.6522, prior_entropy: 2, recall: 0.6522, relative_absolute_error: 0.7893, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3699, root_relative_squared_error: 0.8542,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, f_measure: 0.4807, kappa: 0.4297, kb_relative_information_score: 202835.0876, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4804, predictive_accuracy: 0.4816, prior_entropy: 3.4594, recall: 0.4816, relative_absolute_error: 0.9356, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.9488,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, f_measure: 0.4807, kappa: 0.4297, kb_relative_information_score: 202835.0876, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4804, predictive_accuracy: 0.4816, prior_entropy: 3.4594, recall: 0.4816, relative_absolute_error: 0.9356, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.9488,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.9075, kappa: 0.815, kb_relative_information_score: 633778.21, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9075, predictive_accuracy: 0.9075, prior_entropy: 2.3219, recall: 0.9075, relative_absolute_error: 0.5548, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.7046,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7514, f_measure: 0.8295, kappa: 0.7267, kb_relative_information_score: 281295.195, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8318, predictive_accuracy: 0.8337, prior_entropy: 2.8074, recall: 0.8337, relative_absolute_error: 0.7218, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.8169,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9472, f_measure: 0.8333, kappa: 0.7507, kb_relative_information_score: 504607.1346, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8333, predictive_accuracy: 0.8338, prior_entropy: 1.585, recall: 0.8338, relative_absolute_error: 0.6144, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.7065,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9381, kappa: 0.8761, kb_relative_information_score: 639601.7898, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9381, predictive_accuracy: 0.9381, prior_entropy: 2.3219, recall: 0.9381, relative_absolute_error: 0.5486, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.6963,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9378, kappa: 0.9194, kb_relative_information_score: 344261.5726, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9377, predictive_accuracy: 0.9384, prior_entropy: 2.8074, recall: 0.9384, relative_absolute_error: 0.84, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.302, root_relative_squared_error: 0.8629,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, f_measure: 0.4977, kappa: 0.3664, kb_relative_information_score: 277484.0636, mean_absolute_error: 0.2742, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4828, predictive_accuracy: 0.5225, prior_entropy: 2.3219, recall: 0.5225, relative_absolute_error: 0.8569, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.9088,