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Jan van Rijn 10 years ago
ran flow moa.SGD(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
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.7864, kappa: 0.5704, kb_relative_information_score: 398202.4439, mean_absolute_error: 0.3176, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7868, predictive_accuracy: 0.7868, prior_entropy: 1, recall: 0.7868, relative_absolute_error: 0.6352, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.7749,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5144, f_measure: 0.0213, kappa: 0.0154, kb_relative_information_score: 30996.3675, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0292, predictive_accuracy: 0.0444, prior_entropy: 4.2479, recall: 0.0444, relative_absolute_error: 1.0097, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3134, root_relative_squared_error: 1.4036,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.5596, kappa: 0.0009, kb_relative_information_score: 119100, mean_absolute_error: 0.4405, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5596, predictive_accuracy: 0.5596, prior_entropy: 1, recall: 0.5596, relative_absolute_error: 0.8809, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6637, root_relative_squared_error: 1.3273,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9915, kappa: 0.9807, kb_relative_information_score: 982988, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9916, predictive_accuracy: 0.9915, prior_entropy: 1, recall: 0.9915, relative_absolute_error: 0.017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.1845,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.9827, kappa: 0.9098, kb_relative_information_score: 966570, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9836, predictive_accuracy: 0.9833, prior_entropy: 1, recall: 0.9833, relative_absolute_error: 0.0334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.2586,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8852, kappa: 0.7676, kb_relative_information_score: 776300, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9067, predictive_accuracy: 0.8882, prior_entropy: 1, recall: 0.8882, relative_absolute_error: 0.2237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.6689,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set vehicle_sensIT
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.8418, kappa: 0.6847, kb_relative_information_score: 67464, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8476, predictive_accuracy: 0.8424, prior_entropy: 1, recall: 0.8424, relative_absolute_error: 0.3153, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.397, root_relative_squared_error: 0.7941,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5653, f_measure: 0.5716, kappa: 0.1306, kb_relative_information_score: 154184, mean_absolute_error: 0.4284, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.5716, predictive_accuracy: 0.5716, prior_entropy: 1, recall: 0.5716, relative_absolute_error: 0.8568, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6545, root_relative_squared_error: 1.3091,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5333, kappa: -0, kb_relative_information_score: 162851, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.5278, predictive_accuracy: 0.6667, prior_entropy: 1, recall: 0.6667, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5774, root_relative_squared_error: 1.1547,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8414, f_measure: 0.8407, kappa: 0.6828, kb_relative_information_score: 67270, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8471, predictive_accuracy: 0.8414, prior_entropy: 1, recall: 0.8414, relative_absolute_error: 0.3173, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.7966,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.022, kappa: -0.0002, kb_relative_information_score: 18204.983, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1089, prior_entropy: 2.585, recall: 0.1089, relative_absolute_error: 1.0694, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5448, root_relative_squared_error: 1.4619,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5164, f_measure: 0.0177, kappa: 0.0099, kb_relative_information_score: 45835.216, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0345, predictive_accuracy: 0.0479, prior_entropy: 4.7004, recall: 0.0479, relative_absolute_error: 0.9888, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2664, root_relative_squared_error: 1.3853,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7192, f_measure: 0.6666, kappa: 0.3318, kb_relative_information_score: 152543.2976, mean_absolute_error: 0.4358, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6675, predictive_accuracy: 0.6676, prior_entropy: 1, recall: 0.6676, relative_absolute_error: 0.8715, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4631, root_relative_squared_error: 0.9262,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4866, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 440538.0433, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6235, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4733, root_relative_squared_error: 1.0931,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5137, f_measure: 0.0113, kappa: 0.005, kb_relative_information_score: 42223.1449, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0338, predictive_accuracy: 0.0432, prior_entropy: 4.7004, recall: 0.0432, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2665, root_relative_squared_error: 1.3857,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.0221, kappa: 0.0001, kb_relative_information_score: 18435.9604, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1091, prior_entropy: 2.585, recall: 0.1091, relative_absolute_error: 1.0691, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5447, root_relative_squared_error: 1.4617,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.8697, kappa: 0.7389, kb_relative_information_score: 469771.9623, mean_absolute_error: 0.2875, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8706, predictive_accuracy: 0.87, prior_entropy: 1, recall: 0.87, relative_absolute_error: 0.575, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3423, root_relative_squared_error: 0.6846,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61045.9099, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4863, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 440934.3974, mean_absolute_error: 0.2336, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6228, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4733, root_relative_squared_error: 1.0931,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61042.6722, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5128, f_measure: 0.0083, kappa: 0.0031, kb_relative_information_score: 40535.6367, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0342, predictive_accuracy: 0.0414, prior_entropy: 4.7004, recall: 0.0414, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2665, root_relative_squared_error: 1.3858,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.8641, kappa: 0.7276, kb_relative_information_score: 471879.8408, mean_absolute_error: 0.2854, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8647, predictive_accuracy: 0.8643, prior_entropy: 1, recall: 0.8643, relative_absolute_error: 0.5709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6884,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.8122, kappa: 0.6235, kb_relative_information_score: 404106.0798, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8123, predictive_accuracy: 0.8123, prior_entropy: 1, recall: 0.8123, relative_absolute_error: 0.6331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3775, root_relative_squared_error: 0.755,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.44, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 441087.8516, mean_absolute_error: 0.2335, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4739, root_relative_squared_error: 1.0944,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.8122, kappa: 0.6235, kb_relative_information_score: 403923.2446, mean_absolute_error: 0.3167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8123, predictive_accuracy: 0.8123, prior_entropy: 1, recall: 0.8123, relative_absolute_error: 0.6333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3776, root_relative_squared_error: 0.7551,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: 0, kb_relative_information_score: -61028.6429, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0169, prior_entropy: 2.8074, recall: 0.0169, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8438, f_measure: 0.7701, kappa: 0.5392, kb_relative_information_score: 333518.164, mean_absolute_error: 0.3505, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7704, predictive_accuracy: 0.7704, prior_entropy: 1, recall: 0.7704, relative_absolute_error: 0.701, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.8106,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5148, f_measure: 0.0137, kappa: 0.0067, kb_relative_information_score: 43516.1492, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0344, predictive_accuracy: 0.0448, prior_entropy: 4.7004, recall: 0.0448, relative_absolute_error: 0.9911, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2664, root_relative_squared_error: 1.3855,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: 0, kb_relative_information_score: -61034.0385, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: 0, kb_relative_information_score: -61031.88, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0169, prior_entropy: 2.8074, recall: 0.0169, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.51, f_measure: 0.0036, kappa: 0.0004, kb_relative_information_score: 35218.7294, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0323, predictive_accuracy: 0.0388, prior_entropy: 4.7004, recall: 0.0388, relative_absolute_error: 0.9974, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2666, root_relative_squared_error: 1.3862,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.0001, kb_relative_information_score: -6971.8638, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.037, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2859, root_relative_squared_error: 1.431,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.0221, kappa: -0.0001, kb_relative_information_score: 18181.4846, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1088, prior_entropy: 2.585, recall: 0.1088, relative_absolute_error: 1.0694, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5448, root_relative_squared_error: 1.4618,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.0221, kappa: 0.0001, kb_relative_information_score: 18471.7357, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1091, prior_entropy: 2.585, recall: 0.1091, relative_absolute_error: 1.0691, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5447, root_relative_squared_error: 1.4617,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.0001, kb_relative_information_score: -7015.7514, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.286, root_relative_squared_error: 1.4313,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.0001, kb_relative_information_score: -7043.4734, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.037, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.286, root_relative_squared_error: 1.4314,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61043.7514, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61039.4346, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.0001, kb_relative_information_score: -7015.9249, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.286, root_relative_squared_error: 1.4313,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61040.5138, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: 0, kb_relative_information_score: -61030.8008, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0169, prior_entropy: 2.8074, recall: 0.0169, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61043.7514, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61041.5681, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4877, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 440966.4524, mean_absolute_error: 0.2335, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6228, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4733, root_relative_squared_error: 1.0931,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.0221, kappa: -0.0003, kb_relative_information_score: 17645.668, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1083, prior_entropy: 2.585, recall: 0.1083, relative_absolute_error: 1.07, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.4622,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4862, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 440945.038, mean_absolute_error: 0.2336, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6228, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4733, root_relative_squared_error: 1.0931,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.8121, kappa: 0.6234, kb_relative_information_score: 403734.7006, mean_absolute_error: 0.3168, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8122, predictive_accuracy: 0.8122, prior_entropy: 1, recall: 0.8122, relative_absolute_error: 0.6335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3776, root_relative_squared_error: 0.7553,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61048.0683, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61042.6722, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5026, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 441352.8653, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6221, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.473, root_relative_squared_error: 1.0924,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.8393, kappa: 0.6779, kb_relative_information_score: 440891.88, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8399, predictive_accuracy: 0.8396, prior_entropy: 1, recall: 0.8396, relative_absolute_error: 0.5991, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.7223,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.022, kappa: -0.0001, kb_relative_information_score: 18127.4674, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1088, prior_entropy: 2.585, recall: 0.1088, relative_absolute_error: 1.0695, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5448, root_relative_squared_error: 1.4619,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4634, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 441153.404, mean_absolute_error: 0.2334, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3036, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6224, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4736, root_relative_squared_error: 1.0936,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, f_measure: 0.0203, kappa: 0.0122, kb_relative_information_score: 47445.5519, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0348, predictive_accuracy: 0.0502, prior_entropy: 4.7004, recall: 0.0502, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2664, root_relative_squared_error: 1.3851,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kb_relative_information_score: -61037.2761, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.0001, kb_relative_information_score: -7105.5679, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.286, root_relative_squared_error: 1.4315,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4915, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 440965.3252, mean_absolute_error: 0.2335, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6228, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4733, root_relative_squared_error: 1.0931,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7538, f_measure: 0.6934, kappa: 0.3853, kb_relative_information_score: 202941.428, mean_absolute_error: 0.4122, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6939, predictive_accuracy: 0.694, prior_entropy: 1, recall: 0.694, relative_absolute_error: 0.8244, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4499, root_relative_squared_error: 0.8998,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5137, f_measure: 0.0113, kappa: 0.005, kb_relative_information_score: 42232.5613, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0338, predictive_accuracy: 0.0432, prior_entropy: 4.7004, recall: 0.0432, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2665, root_relative_squared_error: 1.3857,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61039.4346, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.0221, kappa: -0.0001, kb_relative_information_score: 18157.1222, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1088, prior_entropy: 2.585, recall: 0.1088, relative_absolute_error: 1.0694, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5448, root_relative_squared_error: 1.4618,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5033, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 440798.4145, mean_absolute_error: 0.2337, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6231, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4731, root_relative_squared_error: 1.0925,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0028, kappa: 0, kb_relative_information_score: 26821.2977, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0276, predictive_accuracy: 0.0384, prior_entropy: 4.7004, recall: 0.0384, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.0221, kappa: -0.0004, kb_relative_information_score: 17556.0029, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1083, prior_entropy: 2.585, recall: 0.1083, relative_absolute_error: 1.0701, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.4622,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.022, kappa: -0.0005, kb_relative_information_score: 17606.2525, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1083, prior_entropy: 2.585, recall: 0.1083, relative_absolute_error: 1.07, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.4622,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.0001, kb_relative_information_score: -7120.177, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2861, root_relative_squared_error: 1.4316,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5137, f_measure: 0.0114, kappa: 0.0051, kb_relative_information_score: 42262.7059, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0339, predictive_accuracy: 0.0433, prior_entropy: 4.7004, recall: 0.0433, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2665, root_relative_squared_error: 1.3857,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5112, f_measure: 0.0049, kappa: 0.0011, kb_relative_information_score: 37515.728, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.034, predictive_accuracy: 0.0395, prior_entropy: 4.7004, recall: 0.0395, relative_absolute_error: 0.996, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2665, root_relative_squared_error: 1.386,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61041.593, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61045.9099, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61044.8307, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.6354, kappa: -0.0031, kb_relative_information_score: 13290, mean_absolute_error: 0.3639, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6348, predictive_accuracy: 0.6361, prior_entropy: 1, recall: 0.6361, relative_absolute_error: 0.7279, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6033, root_relative_squared_error: 1.2066,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.7345, f_measure: 0.6931, kappa: 0.309, kb_relative_information_score: 350035.7602, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6914, predictive_accuracy: 0.6953, prior_entropy: 1, recall: 0.6953, relative_absolute_error: 0.6592, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.473, root_relative_squared_error: 0.9459,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.8458, kappa: 0.6656, kb_relative_information_score: 543874.3336, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8486, prior_entropy: 1, recall: 0.8486, relative_absolute_error: 0.4903, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.6678,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.5735, f_measure: 0.0968, kappa: 0.0722, kb_relative_information_score: 134554.6474, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1066, predictive_accuracy: 0.1647, prior_entropy: 3.3219, recall: 0.1647, relative_absolute_error: 0.9349, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3976, root_relative_squared_error: 1.3255,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.5649, f_measure: 0.1447, kappa: 0.1143, kb_relative_information_score: 129527.8124, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1456, predictive_accuracy: 0.2124, prior_entropy: 2.585, recall: 0.2124, relative_absolute_error: 0.9653, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.3464,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.5741, f_measure: 0.107, kappa: 0.0912, kb_relative_information_score: 146444.5665, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.104, predictive_accuracy: 0.1823, prior_entropy: 3.3219, recall: 0.1823, relative_absolute_error: 0.9174, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3977, root_relative_squared_error: 1.3258,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5973, f_measure: 0.2019, kappa: 0.0552, kb_relative_information_score: 5357.1068, mean_absolute_error: 0.4499, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3426, predictive_accuracy: 0.2896, prior_entropy: 1.585, recall: 0.2896, relative_absolute_error: 1.0123, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5392, root_relative_squared_error: 1.1439,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5771, f_measure: 0.1119, kappa: 0.0975, kb_relative_information_score: 151286.671, mean_absolute_error: 0.1636, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1076, predictive_accuracy: 0.1887, prior_entropy: 3.3219, recall: 0.1887, relative_absolute_error: 0.9087, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.398, root_relative_squared_error: 1.3267,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.7815, f_measure: 0.8512, kappa: 0.0128, kb_relative_information_score: 243209.1742, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8213, predictive_accuracy: 0.8982, prior_entropy: 2.3219, recall: 0.8982, relative_absolute_error: 0.2446, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.4794,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.7983, f_measure: 0.7418, kappa: 0.3614, kb_relative_information_score: 380263.7529, mean_absolute_error: 0.3249, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.749, predictive_accuracy: 0.762, prior_entropy: 1, recall: 0.762, relative_absolute_error: 0.6497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4005, root_relative_squared_error: 0.801,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5703, f_measure: 0.1115, kappa: 0.0924, kb_relative_information_score: 151042.1566, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1107, predictive_accuracy: 0.1872, prior_entropy: 3.3219, recall: 0.1872, relative_absolute_error: 0.913, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3955, root_relative_squared_error: 1.3183,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6269, f_measure: 0.1061, kappa: 0.0553, kb_relative_information_score: 158936.6342, mean_absolute_error: 0.2274, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1435, predictive_accuracy: 0.1909, prior_entropy: 2.8074, recall: 0.1909, relative_absolute_error: 0.9287, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4477, root_relative_squared_error: 1.2795,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.701, f_measure: 0.9091, kb_relative_information_score: 770805.4862, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.9388, prior_entropy: 1, recall: 0.9388, relative_absolute_error: 0.2603, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.4793,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.5659, f_measure: 0.1472, kappa: 0.118, kb_relative_information_score: 131543.2133, mean_absolute_error: 0.2676, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1477, predictive_accuracy: 0.2158, prior_entropy: 2.585, recall: 0.2158, relative_absolute_error: 0.9633, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.3446,