Task
Supervised Data Stream Classification on BNG(sonar)

Supervised Data Stream Classification on BNG(sonar)

Task 2160 Supervised Data Stream Classification BNG(sonar) 290 runs submitted
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Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7558, f_measure: 0.7542, kappa: 0.5087, kb_relative_information_score: 507902, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7574, predictive_accuracy: 0.754, prior_entropy: 1, recall: 0.754, relative_absolute_error: 0.4921, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.8094, kappa: 0.617, kb_relative_information_score: 619086, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8094, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.3809, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4364, root_relative_squared_error: 0.8728,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7569, f_measure: 0.7551, kappa: 0.5108, kb_relative_information_score: 509848, mean_absolute_error: 0.2451, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7587, predictive_accuracy: 0.7549, prior_entropy: 1, recall: 0.7549, relative_absolute_error: 0.4902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9901,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7992, f_measure: 0.8003, kappa: 0.5988, kb_relative_information_score: 600698, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8003, predictive_accuracy: 0.8003, prior_entropy: 1, recall: 0.8003, relative_absolute_error: 0.3993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.8936,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7612, f_measure: 0.7614, kappa: 0.5214, kb_relative_information_score: 522518, mean_absolute_error: 0.2387, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7619, predictive_accuracy: 0.7613, prior_entropy: 1, recall: 0.7613, relative_absolute_error: 0.4775, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4886, root_relative_squared_error: 0.9772,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.757, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 510538, mean_absolute_error: 0.2447, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.4895, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9894,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.757, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 510526, mean_absolute_error: 0.2447, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.4895, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9894,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.757, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 510554, mean_absolute_error: 0.2447, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9894,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7598, f_measure: 0.7601, kappa: 0.5187, kb_relative_information_score: 519784, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7606, predictive_accuracy: 0.7599, prior_entropy: 1, recall: 0.7599, relative_absolute_error: 0.4802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.49, root_relative_squared_error: 0.98,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7753, f_measure: 0.7769, kappa: 0.5516, kb_relative_information_score: 554340, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.777, predictive_accuracy: 0.7772, prior_entropy: 1, recall: 0.7772, relative_absolute_error: 0.4457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.472, root_relative_squared_error: 0.9441,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.757, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 510560, mean_absolute_error: 0.2447, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9894,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.757, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 510562, mean_absolute_error: 0.2447, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9894,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7597, f_measure: 0.7604, kappa: 0.5189, kb_relative_information_score: 520532, mean_absolute_error: 0.2397, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7605, predictive_accuracy: 0.7603, prior_entropy: 1, recall: 0.7603, relative_absolute_error: 0.4795, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4896, root_relative_squared_error: 0.9793,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7963, f_measure: 0.7978, kappa: 0.5936, kb_relative_information_score: 596016, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7979, predictive_accuracy: 0.798, prior_entropy: 1, recall: 0.798, relative_absolute_error: 0.404, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4494, root_relative_squared_error: 0.8989,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, f_measure: 0.8, kappa: 0.598, kb_relative_information_score: 600460, mean_absolute_error: 0.1998, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.3995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.447, root_relative_squared_error: 0.8939,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7569, f_measure: 0.7555, kappa: 0.511, kb_relative_information_score: 510418, mean_absolute_error: 0.2448, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7582, predictive_accuracy: 0.7552, prior_entropy: 1, recall: 0.7552, relative_absolute_error: 0.4896, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9895,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.7997, kappa: 0.5975, kb_relative_information_score: 599930, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8945,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.8089, kappa: 0.616, kb_relative_information_score: 618142, mean_absolute_error: 0.1909, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8089, predictive_accuracy: 0.8091, prior_entropy: 1, recall: 0.8091, relative_absolute_error: 0.3819, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.437, root_relative_squared_error: 0.8739,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.8096, kappa: 0.6174, kb_relative_information_score: 619568, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8097, predictive_accuracy: 0.8098, prior_entropy: 1, recall: 0.8098, relative_absolute_error: 0.3804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.8723,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.8096, kappa: 0.6174, kb_relative_information_score: 619568, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8097, predictive_accuracy: 0.8098, prior_entropy: 1, recall: 0.8098, relative_absolute_error: 0.3804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.8723,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.8096, kappa: 0.6174, kb_relative_information_score: 619576, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8097, predictive_accuracy: 0.8098, prior_entropy: 1, recall: 0.8098, relative_absolute_error: 0.3804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.8723,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618928, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6169, kb_relative_information_score: 618976, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8094, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8434, f_measure: 0.7997, kappa: 0.5975, kb_relative_information_score: 577011.7679, mean_absolute_error: 0.2116, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4231, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4055, root_relative_squared_error: 0.811,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8577, f_measure: 0.8017, kappa: 0.6015, kb_relative_information_score: 564052.9696, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8018, predictive_accuracy: 0.8019, prior_entropy: 1, recall: 0.8019, relative_absolute_error: 0.4417, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3951, root_relative_squared_error: 0.7903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.8062, kappa: 0.6105, kb_relative_information_score: 554934.6184, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8062, predictive_accuracy: 0.8064, prior_entropy: 1, recall: 0.8064, relative_absolute_error: 0.4534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3889, root_relative_squared_error: 0.7777,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8704, f_measure: 0.8017, kappa: 0.6016, kb_relative_information_score: 547540.9663, mean_absolute_error: 0.2316, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8016, predictive_accuracy: 0.8017, prior_entropy: 1, recall: 0.8017, relative_absolute_error: 0.4632, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7695,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8059, kappa: 0.61, kb_relative_information_score: 538462.7535, mean_absolute_error: 0.2374, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8058, predictive_accuracy: 0.8059, prior_entropy: 1, recall: 0.8059, relative_absolute_error: 0.4747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3813, root_relative_squared_error: 0.7625,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.8042, kappa: 0.6063, kb_relative_information_score: 523202.1375, mean_absolute_error: 0.2473, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8045, predictive_accuracy: 0.8045, prior_entropy: 1, recall: 0.8045, relative_absolute_error: 0.4947, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3762, root_relative_squared_error: 0.7525,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.8042, kappa: 0.6063, kb_relative_information_score: 519565.3246, mean_absolute_error: 0.2493, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8045, predictive_accuracy: 0.8045, prior_entropy: 1, recall: 0.8045, relative_absolute_error: 0.4986, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3769, root_relative_squared_error: 0.7537,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.798, kappa: 0.5957, kb_relative_information_score: 536943.804, mean_absolute_error: 0.2381, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8003, predictive_accuracy: 0.7977, prior_entropy: 1, recall: 0.7977, relative_absolute_error: 0.4763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3817, root_relative_squared_error: 0.7634,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.8017, kappa: 0.6016, kb_relative_information_score: 546516.5119, mean_absolute_error: 0.2321, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8016, predictive_accuracy: 0.8017, prior_entropy: 1, recall: 0.8017, relative_absolute_error: 0.4642, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3851, root_relative_squared_error: 0.7703,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.7954, kappa: 0.5912, kb_relative_information_score: 554037.2708, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7991, predictive_accuracy: 0.7952, prior_entropy: 1, recall: 0.7952, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3893, root_relative_squared_error: 0.7785,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8538, f_measure: 0.8017, kappa: 0.6015, kb_relative_information_score: 563329.4915, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8018, predictive_accuracy: 0.8019, prior_entropy: 1, recall: 0.8019, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.791,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.841, f_measure: 0.7877, kappa: 0.5785, kb_relative_information_score: 576493, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7976, predictive_accuracy: 0.788, prior_entropy: 1, recall: 0.788, relative_absolute_error: 0.4235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8114,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.7997, kappa: 0.5975, kb_relative_information_score: 599930, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8945,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618866, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.8089, kappa: 0.616, kb_relative_information_score: 618142, mean_absolute_error: 0.1909, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8089, predictive_accuracy: 0.8091, prior_entropy: 1, recall: 0.8091, relative_absolute_error: 0.3819, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.437, root_relative_squared_error: 0.8739,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.8096, kappa: 0.6174, kb_relative_information_score: 619570, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8097, predictive_accuracy: 0.8098, prior_entropy: 1, recall: 0.8098, relative_absolute_error: 0.3804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.8723,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618970, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8094, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618866, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.8096, kappa: 0.6174, kb_relative_information_score: 619614, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8097, predictive_accuracy: 0.8098, prior_entropy: 1, recall: 0.8098, relative_absolute_error: 0.3804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.8722,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, f_measure: 0.8, kappa: 0.5981, kb_relative_information_score: 600504, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8003, prior_entropy: 1, recall: 0.8003, relative_absolute_error: 0.3995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4469, root_relative_squared_error: 0.8939,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618850, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618850, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618850, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618936, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.797, kappa: 0.5922, kb_relative_information_score: 532581.8945, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7969, predictive_accuracy: 0.797, prior_entropy: 1, recall: 0.797, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3906, root_relative_squared_error: 0.7812,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8575, f_measure: 0.7895, kappa: 0.58, kb_relative_information_score: 549540.533, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7944, predictive_accuracy: 0.7894, prior_entropy: 1, recall: 0.7894, relative_absolute_error: 0.4578, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.7888,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8436, f_measure: 0.7997, kappa: 0.5975, kb_relative_information_score: 577634.4071, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.8104,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.7973, kappa: 0.5928, kb_relative_information_score: 561440.6745, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7973, predictive_accuracy: 0.7974, prior_entropy: 1, recall: 0.7974, relative_absolute_error: 0.4434, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.7979,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8619, f_measure: 0.8034, kappa: 0.6051, kb_relative_information_score: 550665.7776, mean_absolute_error: 0.2284, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8034, predictive_accuracy: 0.8035, prior_entropy: 1, recall: 0.8035, relative_absolute_error: 0.4568, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3938, root_relative_squared_error: 0.7875,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.797, kappa: 0.5922, kb_relative_information_score: 535771.1939, mean_absolute_error: 0.2378, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7969, predictive_accuracy: 0.797, prior_entropy: 1, recall: 0.797, relative_absolute_error: 0.4756, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3897, root_relative_squared_error: 0.7794,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.7973, kappa: 0.5928, kb_relative_information_score: 560578.727, mean_absolute_error: 0.2221, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7973, predictive_accuracy: 0.7974, prior_entropy: 1, recall: 0.7974, relative_absolute_error: 0.4442, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3995, root_relative_squared_error: 0.799,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, f_measure: 0.788, kappa: 0.579, kb_relative_information_score: 577128, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7978, predictive_accuracy: 0.7882, prior_entropy: 1, recall: 0.7882, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4054, root_relative_squared_error: 0.8108,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7981, f_measure: 0.7997, kappa: 0.5974, kb_relative_information_score: 599820, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.7999, prior_entropy: 1, recall: 0.7999, relative_absolute_error: 0.4002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8946,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7981, f_measure: 0.7997, kappa: 0.5974, kb_relative_information_score: 599812, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.7999, prior_entropy: 1, recall: 0.7999, relative_absolute_error: 0.4002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8946,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.7997, kappa: 0.5975, kb_relative_information_score: 599914, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8945,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.8078, kappa: 0.6136, kb_relative_information_score: 615814, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8078, predictive_accuracy: 0.8079, prior_entropy: 1, recall: 0.8079, relative_absolute_error: 0.3842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4383, root_relative_squared_error: 0.8766,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.807, f_measure: 0.8083, kappa: 0.6148, kb_relative_information_score: 616972, mean_absolute_error: 0.1915, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8084, predictive_accuracy: 0.8085, prior_entropy: 1, recall: 0.8085, relative_absolute_error: 0.383, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4376, root_relative_squared_error: 0.8752,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618974, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8094, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618852, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8098, f_measure: 0.8058, kappa: 0.6138, kb_relative_information_score: 611828, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8141, predictive_accuracy: 0.8059, prior_entropy: 1, recall: 0.8059, relative_absolute_error: 0.3882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4406, root_relative_squared_error: 0.8811,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.7551, kappa: 0.5078, kb_relative_information_score: 364029.671, mean_absolute_error: 0.3334, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7551, predictive_accuracy: 0.7554, prior_entropy: 1, recall: 0.7554, relative_absolute_error: 0.6668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.829,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618980, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8094, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8729,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8111, f_measure: 0.807, kappa: 0.6163, kb_relative_information_score: 614182, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8159, predictive_accuracy: 0.8071, prior_entropy: 1, recall: 0.8071, relative_absolute_error: 0.3858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4392, root_relative_squared_error: 0.8784,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618852, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 539831.4143, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.4814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7694,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5021, kappa: -0.0001, kb_relative_information_score: 4142, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5021, predictive_accuracy: 0.5021, prior_entropy: 1, recall: 0.5021, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7056, root_relative_squared_error: 1.4113,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3701, kappa: -0, kb_relative_information_score: 5945.5761, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4654, predictive_accuracy: 0.5325, prior_entropy: 1, recall: 0.5325, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.7834, kappa: 0.5648, kb_relative_information_score: 434310.2745, mean_absolute_error: 0.2969, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7834, predictive_accuracy: 0.7834, prior_entropy: 1, recall: 0.7834, relative_absolute_error: 0.5939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3894, root_relative_squared_error: 0.7787,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7774, f_measure: 0.7787, kappa: 0.5554, kb_relative_information_score: 557696, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7787, predictive_accuracy: 0.7788, prior_entropy: 1, recall: 0.7788, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4703, root_relative_squared_error: 0.9405,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8002, f_measure: 0.7109, kappa: 0.4219, kb_relative_information_score: 190829.2462, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7222, predictive_accuracy: 0.7161, prior_entropy: 1, recall: 0.7161, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4417, root_relative_squared_error: 0.8835,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.721, kappa: 0.4409, kb_relative_information_score: 449806, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7249, prior_entropy: 1, recall: 0.7249, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5245, root_relative_squared_error: 1.049,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.681, f_measure: 0.6823, kappa: 0.3619, kb_relative_information_score: 364520, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6823, predictive_accuracy: 0.6823, prior_entropy: 1, recall: 0.6823, relative_absolute_error: 0.6355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5637, root_relative_squared_error: 1.1274,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.7452, kappa: 0.4928, kb_relative_information_score: 326813.1473, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7519, predictive_accuracy: 0.7453, prior_entropy: 1, recall: 0.7453, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.827,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.8, kappa: 0.6027, kb_relative_information_score: 599933.5309, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8096, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.4002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4383, root_relative_squared_error: 0.8766,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618852, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618940, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.795, kappa: 0.5928, kb_relative_information_score: 589810.1658, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8046, predictive_accuracy: 0.7952, prior_entropy: 1, recall: 0.7952, relative_absolute_error: 0.4103, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4451, root_relative_squared_error: 0.8903,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8632, f_measure: 0.8046, kappa: 0.6107, kb_relative_information_score: 564400.0711, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8109, predictive_accuracy: 0.8046, prior_entropy: 1, recall: 0.8046, relative_absolute_error: 0.447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.7958,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8128, kappa: 0.6264, kb_relative_information_score: 567109.8624, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8174, predictive_accuracy: 0.8127, prior_entropy: 1, recall: 0.8127, relative_absolute_error: 0.4482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.8055,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.797, kappa: 0.5922, kb_relative_information_score: 532581.8945, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7969, predictive_accuracy: 0.797, prior_entropy: 1, recall: 0.797, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3906, root_relative_squared_error: 0.7812,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.8125, kappa: 0.6253, kb_relative_information_score: 565059.3208, mean_absolute_error: 0.2252, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.8123, prior_entropy: 1, recall: 0.8123, relative_absolute_error: 0.4505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8015,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.8053, kappa: 0.61, kb_relative_information_score: 472835.1602, mean_absolute_error: 0.2794, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8068, predictive_accuracy: 0.8051, prior_entropy: 1, recall: 0.8051, relative_absolute_error: 0.5589, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3817, root_relative_squared_error: 0.7634,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.8059, kappa: 0.6118, kb_relative_information_score: 590613.601, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8089, predictive_accuracy: 0.8057, prior_entropy: 1, recall: 0.8057, relative_absolute_error: 0.4152, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.8075,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8209, f_measure: 0.7504, kappa: 0.5001, kb_relative_information_score: 425055.6405, mean_absolute_error: 0.2959, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7519, predictive_accuracy: 0.7502, prior_entropy: 1, recall: 0.7502, relative_absolute_error: 0.5917, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4234, root_relative_squared_error: 0.8468,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8066, f_measure: 0.8047, kappa: 0.6096, kb_relative_information_score: 609000, mean_absolute_error: 0.1955, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8081, predictive_accuracy: 0.8045, prior_entropy: 1, recall: 0.8045, relative_absolute_error: 0.391, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.8843,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8394, kappa: 0.6772, kb_relative_information_score: 504798.7722, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8397, prior_entropy: 1, recall: 0.8397, relative_absolute_error: 0.5346, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3431, root_relative_squared_error: 0.6863,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.8011, kappa: 0.6039, kb_relative_information_score: 552090.5948, mean_absolute_error: 0.231, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8078, predictive_accuracy: 0.8011, prior_entropy: 1, recall: 0.8011, relative_absolute_error: 0.462, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.7928,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.8011, kappa: 0.6039, kb_relative_information_score: 552090.5948, mean_absolute_error: 0.231, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8078, predictive_accuracy: 0.8011, prior_entropy: 1, recall: 0.8011, relative_absolute_error: 0.462, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.7928,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.2978, kappa: -0, kb_relative_information_score: -9340.2222, mean_absolute_error: 0.5034, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, recall: 0.4675, relative_absolute_error: 1.0068, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5061, root_relative_squared_error: 1.0122,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.8052, kappa: 0.6104, kb_relative_information_score: 605588.6935, mean_absolute_error: 0.1977, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8081, predictive_accuracy: 0.805, prior_entropy: 1, recall: 0.805, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4242, root_relative_squared_error: 0.8483,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8037, f_measure: 0.8005, kappa: 0.6025, kb_relative_information_score: 600992, mean_absolute_error: 0.1995, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8067, predictive_accuracy: 0.8005, prior_entropy: 1, recall: 0.8005, relative_absolute_error: 0.399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4467, root_relative_squared_error: 0.8933,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_kNN(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.8069, kappa: 0.6134, kb_relative_information_score: 554475.3283, mean_absolute_error: 0.2307, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8089, predictive_accuracy: 0.8067, prior_entropy: 1, recall: 0.8067, relative_absolute_error: 0.4615, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.7905,
Joaquin Vanschoren 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.753, kappa: 0.5078, kb_relative_information_score: 342028.3625, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7587, predictive_accuracy: 0.753, prior_entropy: 1, recall: 0.753, relative_absolute_error: 0.6884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4087, root_relative_squared_error: 0.8174,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

estimation_procedure Interleaved Test then Train
source_data BNG(sonar) (1)
target_feature Class

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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