Task
Supervised Data Stream Classification on pokerhand

Supervised Data Stream Classification on pokerhand

Task 193 Supervised Data Stream Classification pokerhand 288 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.7546, kappa: 0.571, kb_relative_information_score: 623400.1089, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7537, predictive_accuracy: 0.7627, prior_entropy: 3.3219, recall: 0.7627, relative_absolute_error: 0.2637, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7262,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8059, f_measure: 0.7765, kappa: 0.6122, kb_relative_information_score: 645453.0428, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7799, predictive_accuracy: 0.7881, prior_entropy: 3.3219, recall: 0.7881, relative_absolute_error: 0.2354, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.6862,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.7848, kappa: 0.6274, kb_relative_information_score: 652693.8677, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7885, predictive_accuracy: 0.7965, prior_entropy: 3.3219, recall: 0.7965, relative_absolute_error: 0.2262, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.6726,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7636, f_measure: 0.7296, kappa: 0.527, kb_relative_information_score: 605447.59, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7349, predictive_accuracy: 0.742, prior_entropy: 3.3219, recall: 0.742, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.7572,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.7402, kappa: 0.5455, kb_relative_information_score: 612433.2501, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7397, predictive_accuracy: 0.75, prior_entropy: 3.3219, recall: 0.75, relative_absolute_error: 0.2778, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.7453,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7821, f_measure: 0.7493, kappa: 0.5624, kb_relative_information_score: 620642.4464, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7493, predictive_accuracy: 0.7595, prior_entropy: 3.3219, recall: 0.7595, relative_absolute_error: 0.2672, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.7311,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, f_measure: 0.756, kappa: 0.5745, kb_relative_information_score: 626488.2308, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7562, predictive_accuracy: 0.7662, prior_entropy: 3.3219, recall: 0.7662, relative_absolute_error: 0.2597, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.7208,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7896, f_measure: 0.7577, kappa: 0.5775, kb_relative_information_score: 627897.9119, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7579, predictive_accuracy: 0.7679, prior_entropy: 3.3219, recall: 0.7679, relative_absolute_error: 0.2579, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.7182,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7823, f_measure: 0.7492, kappa: 0.5618, kb_relative_information_score: 619413.6813, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7487, predictive_accuracy: 0.7581, prior_entropy: 3.3219, recall: 0.7581, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.22, root_relative_squared_error: 0.7332,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7884, f_measure: 0.7563, kappa: 0.5745, kb_relative_information_score: 625873.3253, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7559, predictive_accuracy: 0.7655, prior_entropy: 3.3219, recall: 0.7655, relative_absolute_error: 0.2605, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.7218,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7921, f_measure: 0.7604, kappa: 0.582, kb_relative_information_score: 629505.2411, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7602, predictive_accuracy: 0.7697, prior_entropy: 3.3219, recall: 0.7697, relative_absolute_error: 0.2559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.7154,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7879, f_measure: 0.7553, kappa: 0.5724, kb_relative_information_score: 624096.5834, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7544, predictive_accuracy: 0.7635, prior_entropy: 3.3219, recall: 0.7635, relative_absolute_error: 0.2628, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.725,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.7805, kappa: 0.6187, kb_relative_information_score: 648176.1954, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.783, predictive_accuracy: 0.7912, prior_entropy: 3.3219, recall: 0.7912, relative_absolute_error: 0.232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.6811,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8281, f_measure: 0.8013, kappa: 0.6563, kb_relative_information_score: 666110.9363, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8047, predictive_accuracy: 0.8119, prior_entropy: 3.3219, recall: 0.8119, relative_absolute_error: 0.209, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.6465,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.7629, kappa: 0.5866, kb_relative_information_score: 631834.143, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7634, predictive_accuracy: 0.7724, prior_entropy: 3.3219, recall: 0.7724, relative_absolute_error: 0.2529, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.7112,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.7628, kappa: 0.5864, kb_relative_information_score: 631541.3309, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.763, predictive_accuracy: 0.7721, prior_entropy: 3.3219, recall: 0.7721, relative_absolute_error: 0.2533, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.7117,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7404, f_measure: 0.7009, kappa: 0.4725, kb_relative_information_score: 571599.5573, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6993, predictive_accuracy: 0.7029, prior_entropy: 3.3219, recall: 0.7029, relative_absolute_error: 0.3301, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.8125,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7194, f_measure: 0.6797, kappa: 0.4377, kb_relative_information_score: 564037.6849, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.683, predictive_accuracy: 0.6942, prior_entropy: 3.3219, recall: 0.6942, relative_absolute_error: 0.3398, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2473, root_relative_squared_error: 0.8243,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.788, f_measure: 0.756, kappa: 0.5732, kb_relative_information_score: 624518.0236, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7553, predictive_accuracy: 0.764, prior_entropy: 3.3219, recall: 0.764, relative_absolute_error: 0.2623, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.7243,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6969, f_measure: 0.6554, kappa: 0.3945, kb_relative_information_score: 545009.0816, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6575, predictive_accuracy: 0.6723, prior_entropy: 3.3219, recall: 0.6723, relative_absolute_error: 0.3641, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.256, root_relative_squared_error: 0.8534,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.6392, kappa: 0.3596, kb_relative_information_score: 526040.0865, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6405, predictive_accuracy: 0.6504, prior_entropy: 3.3219, recall: 0.6504, relative_absolute_error: 0.3885, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2644, root_relative_squared_error: 0.8814,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.7932, kappa: 0.6414, kb_relative_information_score: 659049.9817, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.796, predictive_accuracy: 0.8038, prior_entropy: 3.3219, recall: 0.8038, relative_absolute_error: 0.218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.6603,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.822, f_measure: 0.7938, kappa: 0.6434, kb_relative_information_score: 660079.0071, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7967, predictive_accuracy: 0.805, prior_entropy: 3.3219, recall: 0.805, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6583,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6827, f_measure: 0.6355, kappa: 0.3665, kb_relative_information_score: 537311.2607, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6458, predictive_accuracy: 0.6634, prior_entropy: 3.3219, recall: 0.6634, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2595, root_relative_squared_error: 0.8649,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, f_measure: 0.6417, kappa: 0.3759, kb_relative_information_score: 541023.6998, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6516, predictive_accuracy: 0.6677, prior_entropy: 3.3219, recall: 0.6677, relative_absolute_error: 0.3693, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.8594,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8049, f_measure: 0.7716, kappa: 0.6078, kb_relative_information_score: 644398.9193, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7717, predictive_accuracy: 0.7869, prior_entropy: 3.3219, recall: 0.7869, relative_absolute_error: 0.2368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.6882,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6249, f_measure: 0.5755, kappa: 0.2479, kb_relative_information_score: 478465.441, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5741, predictive_accuracy: 0.5955, prior_entropy: 3.3219, recall: 0.5955, relative_absolute_error: 0.4494, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.9481,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6318, f_measure: 0.5802, kappa: 0.2633, kb_relative_information_score: 489003.5392, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5847, predictive_accuracy: 0.6077, prior_entropy: 3.3219, recall: 0.6077, relative_absolute_error: 0.4359, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2801, root_relative_squared_error: 0.9337,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7813, f_measure: 0.7453, kappa: 0.5512, kb_relative_information_score: 608665.3858, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.745, predictive_accuracy: 0.7457, prior_entropy: 3.3219, recall: 0.7457, relative_absolute_error: 0.2826, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.7518,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.6396, kappa: 0.3661, kb_relative_information_score: 533446.1411, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6436, predictive_accuracy: 0.6589, prior_entropy: 3.3219, recall: 0.6589, relative_absolute_error: 0.379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2612, root_relative_squared_error: 0.8706,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7104, f_measure: 0.668, kappa: 0.4163, kb_relative_information_score: 550472.1188, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6663, predictive_accuracy: 0.6786, prior_entropy: 3.3219, recall: 0.6786, relative_absolute_error: 0.3571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.8452,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.787, f_measure: 0.7546, kappa: 0.5705, kb_relative_information_score: 623055.0089, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7534, predictive_accuracy: 0.7623, prior_entropy: 3.3219, recall: 0.7623, relative_absolute_error: 0.2641, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.7268,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6712, f_measure: 0.6232, kappa: 0.343, kb_relative_information_score: 526587.0177, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6322, predictive_accuracy: 0.651, prior_entropy: 3.3219, recall: 0.651, relative_absolute_error: 0.3878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2642, root_relative_squared_error: 0.8806,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8493, f_measure: 0.8259, kappa: 0.7003, kb_relative_information_score: 687089.8773, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8309, predictive_accuracy: 0.8361, prior_entropy: 3.3219, recall: 0.8361, relative_absolute_error: 0.1821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.181, root_relative_squared_error: 0.6035,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.849, f_measure: 0.8255, kappa: 0.6997, kb_relative_information_score: 686814.8431, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8306, predictive_accuracy: 0.8358, prior_entropy: 3.3219, recall: 0.8358, relative_absolute_error: 0.1824, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.6041,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.8241, kappa: 0.6967, kb_relative_information_score: 685294.3117, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8291, predictive_accuracy: 0.834, prior_entropy: 3.3219, recall: 0.834, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.6073,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.8241, kappa: 0.6967, kb_relative_information_score: 685294.3117, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8291, predictive_accuracy: 0.834, prior_entropy: 3.3219, recall: 0.834, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.6073,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8466, f_measure: 0.8229, kappa: 0.6941, kb_relative_information_score: 683784.2379, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8267, predictive_accuracy: 0.8323, prior_entropy: 3.3219, recall: 0.8323, relative_absolute_error: 0.1863, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.6105,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.793, f_measure: 0.761, kappa: 0.5825, kb_relative_information_score: 628930.0745, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7603, predictive_accuracy: 0.769, prior_entropy: 3.3219, recall: 0.769, relative_absolute_error: 0.2566, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.7164,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.793, f_measure: 0.7615, kappa: 0.5839, kb_relative_information_score: 630422.3704, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7613, predictive_accuracy: 0.7708, prior_entropy: 3.3219, recall: 0.7708, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.7137,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8339, f_measure: 0.7615, kappa: 0.5839, kb_relative_information_score: 649389.1069, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7613, predictive_accuracy: 0.7708, prior_entropy: 3.3219, recall: 0.7708, relative_absolute_error: 0.2833, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.6597,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.7316, kappa: 0.5382, kb_relative_information_score: 647036.4571, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7389, predictive_accuracy: 0.7511, prior_entropy: 3.3219, recall: 0.7511, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.6548,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.7391, kappa: 0.5544, kb_relative_information_score: 642116.7314, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7557, predictive_accuracy: 0.7607, prior_entropy: 3.3219, recall: 0.7607, relative_absolute_error: 0.32, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.6553,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.7119, kappa: 0.5089, kb_relative_information_score: 635927.6958, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7318, predictive_accuracy: 0.7378, prior_entropy: 3.3219, recall: 0.7378, relative_absolute_error: 0.3379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.6562,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.7161, kappa: 0.518, kb_relative_information_score: 628672.2036, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7383, predictive_accuracy: 0.7429, prior_entropy: 3.3219, recall: 0.7429, relative_absolute_error: 0.3571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6585,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.7162, kappa: 0.5181, kb_relative_information_score: 628260.5951, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7382, predictive_accuracy: 0.743, prior_entropy: 3.3219, recall: 0.743, relative_absolute_error: 0.358, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6583,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.6731, kappa: 0.4471, kb_relative_information_score: 571309.6181, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7086, predictive_accuracy: 0.7089, prior_entropy: 3.3219, recall: 0.7089, relative_absolute_error: 0.476, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.6808,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8298, f_measure: 0.6729, kappa: 0.4469, kb_relative_information_score: 622279.3953, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7077, predictive_accuracy: 0.7088, prior_entropy: 3.3219, recall: 0.7088, relative_absolute_error: 0.3709, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.6684,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.7052, kappa: 0.4999, kb_relative_information_score: 632157.8792, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7312, predictive_accuracy: 0.7338, prior_entropy: 3.3219, recall: 0.7338, relative_absolute_error: 0.3451, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6627,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.834, f_measure: 0.696, kappa: 0.4868, kb_relative_information_score: 639600.0702, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7236, predictive_accuracy: 0.7286, prior_entropy: 3.3219, recall: 0.7286, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.198, root_relative_squared_error: 0.6601,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.7263, kappa: 0.5312, kb_relative_information_score: 645287.0483, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7462, predictive_accuracy: 0.7488, prior_entropy: 3.3219, recall: 0.7488, relative_absolute_error: 0.3058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6584,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8271, f_measure: 0.7027, kappa: 0.496, kb_relative_information_score: 648379.5673, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7358, predictive_accuracy: 0.7334, prior_entropy: 3.3219, recall: 0.7334, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.662,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.793, f_measure: 0.7615, kappa: 0.5839, kb_relative_information_score: 630422.3704, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7613, predictive_accuracy: 0.7708, prior_entropy: 3.3219, recall: 0.7708, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.7137,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.8262, kappa: 0.7008, kb_relative_information_score: 687260.3358, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8309, predictive_accuracy: 0.8363, prior_entropy: 3.3219, recall: 0.8363, relative_absolute_error: 0.1819, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.6031,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.793, f_measure: 0.7609, kappa: 0.5823, kb_relative_information_score: 628784.7142, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7602, predictive_accuracy: 0.7689, prior_entropy: 3.3219, recall: 0.7689, relative_absolute_error: 0.2568, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.215, root_relative_squared_error: 0.7167,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8466, f_measure: 0.8229, kappa: 0.6941, kb_relative_information_score: 683784.2379, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8267, predictive_accuracy: 0.8323, prior_entropy: 3.3219, recall: 0.8323, relative_absolute_error: 0.1863, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.6105,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7252, f_measure: 0.5908, kappa: 0.288, kb_relative_information_score: 557897.9814, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6109, predictive_accuracy: 0.6254, prior_entropy: 3.3219, recall: 0.6254, relative_absolute_error: 0.5242, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.7336,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7936, f_measure: 0.7622, kappa: 0.5858, kb_relative_information_score: 631775.5806, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7631, predictive_accuracy: 0.7723, prior_entropy: 3.3219, recall: 0.7723, relative_absolute_error: 0.253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.7113,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7936, f_measure: 0.7621, kappa: 0.5858, kb_relative_information_score: 631732.7046, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7631, predictive_accuracy: 0.7723, prior_entropy: 3.3219, recall: 0.7723, relative_absolute_error: 0.253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.7114,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7925, f_measure: 0.7612, kappa: 0.584, kb_relative_information_score: 631376.1013, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7624, predictive_accuracy: 0.7719, prior_entropy: 3.3219, recall: 0.7719, relative_absolute_error: 0.2535, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.712,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.7546, kappa: 0.571, kb_relative_information_score: 623379.1937, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7537, predictive_accuracy: 0.7626, prior_entropy: 3.3219, recall: 0.7626, relative_absolute_error: 0.2637, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7263,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7925, f_measure: 0.7611, kappa: 0.5839, kb_relative_information_score: 631333.2252, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7623, predictive_accuracy: 0.7718, prior_entropy: 3.3219, recall: 0.7718, relative_absolute_error: 0.2535, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.7121,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7925, f_measure: 0.761, kappa: 0.5835, kb_relative_information_score: 630891.9155, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7617, predictive_accuracy: 0.7713, prior_entropy: 3.3219, recall: 0.7713, relative_absolute_error: 0.2541, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.7129,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.7607, kappa: 0.583, kb_relative_information_score: 630579.2341, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7612, predictive_accuracy: 0.7709, prior_entropy: 3.3219, recall: 0.7709, relative_absolute_error: 0.2545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.214, root_relative_squared_error: 0.7134,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.7607, kappa: 0.583, kb_relative_information_score: 630579.2341, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7612, predictive_accuracy: 0.7709, prior_entropy: 3.3219, recall: 0.7709, relative_absolute_error: 0.2545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.214, root_relative_squared_error: 0.7134,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.6854, kappa: 0.4665, kb_relative_information_score: 554451.0559, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7115, predictive_accuracy: 0.7177, prior_entropy: 3.3219, recall: 0.7177, relative_absolute_error: 0.5016, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.7047,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.6851, kappa: 0.4662, kb_relative_information_score: 625452.0603, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7114, predictive_accuracy: 0.7177, prior_entropy: 3.3219, recall: 0.7177, relative_absolute_error: 0.3503, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.681,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8237, f_measure: 0.7614, kappa: 0.5835, kb_relative_information_score: 641574.2144, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7609, predictive_accuracy: 0.7702, prior_entropy: 3.3219, recall: 0.7702, relative_absolute_error: 0.2927, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.6755,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8288, f_measure: 0.7165, kappa: 0.5096, kb_relative_information_score: 638405.0612, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7255, predictive_accuracy: 0.7356, prior_entropy: 3.3219, recall: 0.7356, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.202, root_relative_squared_error: 0.6733,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8277, f_measure: 0.7269, kappa: 0.5314, kb_relative_information_score: 630682.503, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7424, predictive_accuracy: 0.7483, prior_entropy: 3.3219, recall: 0.7483, relative_absolute_error: 0.3391, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.6725,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8282, f_measure: 0.7269, kappa: 0.5314, kb_relative_information_score: 630139.2042, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7423, predictive_accuracy: 0.7483, prior_entropy: 3.3219, recall: 0.7483, relative_absolute_error: 0.3403, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.6722,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, f_measure: 0.7126, kappa: 0.5048, kb_relative_information_score: 635874.9453, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.732, predictive_accuracy: 0.7342, prior_entropy: 3.3219, recall: 0.7342, relative_absolute_error: 0.3163, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.6785,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.815, f_measure: 0.6988, kappa: 0.4882, kb_relative_information_score: 639871.9608, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7286, predictive_accuracy: 0.7291, prior_entropy: 3.3219, recall: 0.7291, relative_absolute_error: 0.2956, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.6794,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.752, kappa: 0.5665, kb_relative_information_score: 621330.5548, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7512, predictive_accuracy: 0.7603, prior_entropy: 3.3219, recall: 0.7603, relative_absolute_error: 0.2664, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.219, root_relative_squared_error: 0.7299,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.7605, kappa: 0.582, kb_relative_information_score: 629231.2527, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.76, predictive_accuracy: 0.7694, prior_entropy: 3.3219, recall: 0.7694, relative_absolute_error: 0.2562, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.7159,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7895, f_measure: 0.7572, kappa: 0.5761, kb_relative_information_score: 626287.4453, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7566, predictive_accuracy: 0.766, prior_entropy: 3.3219, recall: 0.766, relative_absolute_error: 0.26, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.7211,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.7538, kappa: 0.569, kb_relative_information_score: 645334.7372, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7523, predictive_accuracy: 0.7607, prior_entropy: 3.3219, recall: 0.7607, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.6088,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7494, f_measure: 0.6108, kappa: 0.3122, kb_relative_information_score: 566232.3171, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6252, predictive_accuracy: 0.6331, prior_entropy: 3.3219, recall: 0.6331, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.7211,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.7538, kappa: 0.569, kb_relative_information_score: 645334.7372, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7523, predictive_accuracy: 0.7607, prior_entropy: 3.3219, recall: 0.7607, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.6088,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.7603, kappa: 0.5824, kb_relative_information_score: 630412.9586, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7611, predictive_accuracy: 0.7708, prior_entropy: 3.3219, recall: 0.7708, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.7137,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7917, f_measure: 0.7599, kappa: 0.5814, kb_relative_information_score: 629681.9741, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7602, predictive_accuracy: 0.7699, prior_entropy: 3.3219, recall: 0.7699, relative_absolute_error: 0.2557, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.7151,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.7454, kappa: 0.5513, kb_relative_information_score: 608393.4889, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7454, predictive_accuracy: 0.7454, prior_entropy: 3.3219, recall: 0.7454, relative_absolute_error: 0.2829, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.7522,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5288, f_measure: 0.3867, kappa: 0.0121, kb_relative_information_score: 504456.7577, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.4413, predictive_accuracy: 0.5011, prior_entropy: 3.3219, recall: 0.5011, relative_absolute_error: 0.6366, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.7941,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.7252, kappa: 0.5414, kb_relative_information_score: 626116.1846, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7013, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2792, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.7074,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.771, f_measure: 0.7216, kappa: 0.5344, kb_relative_information_score: 611912.4629, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6981, predictive_accuracy: 0.7494, prior_entropy: 3.3219, recall: 0.7494, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.7462,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7577, f_measure: 0.6438, kappa: 0.3842, kb_relative_information_score: 586977.7532, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6187, predictive_accuracy: 0.6715, prior_entropy: 3.3219, recall: 0.6715, relative_absolute_error: 0.454, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.722,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7086, f_measure: 0.6588, kappa: 0.4151, kb_relative_information_score: 559727.0726, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6334, predictive_accuracy: 0.6892, prior_entropy: 3.3219, recall: 0.6892, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.831,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, f_measure: 0.7007, kappa: 0.4726, kb_relative_information_score: 573343.7892, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6994, predictive_accuracy: 0.7022, prior_entropy: 3.3219, recall: 0.7022, relative_absolute_error: 0.3342, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.8078,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8266, f_measure: 0.6789, kappa: 0.4363, kb_relative_information_score: 612238.2485, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6823, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.4147, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.6693,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7953, f_measure: 0.7641, kappa: 0.5888, kb_relative_information_score: 632799.3772, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7644, predictive_accuracy: 0.7735, prior_entropy: 3.3219, recall: 0.7735, relative_absolute_error: 0.2517, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.7094,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7953, f_measure: 0.7641, kappa: 0.5888, kb_relative_information_score: 632819.2466, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7644, predictive_accuracy: 0.7735, prior_entropy: 3.3219, recall: 0.7735, relative_absolute_error: 0.2516, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.7094,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.763, kappa: 0.5868, kb_relative_information_score: 631925.1239, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7635, predictive_accuracy: 0.7725, prior_entropy: 3.3219, recall: 0.7725, relative_absolute_error: 0.2528, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.711,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7918, f_measure: 0.7602, kappa: 0.5822, kb_relative_information_score: 630303.1541, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.761, predictive_accuracy: 0.7706, prior_entropy: 3.3219, recall: 0.7706, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.7139,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.7601, kappa: 0.5819, kb_relative_information_score: 629957.0083, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7604, predictive_accuracy: 0.7702, prior_entropy: 3.3219, recall: 0.7702, relative_absolute_error: 0.2553, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.7146,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7917, f_measure: 0.7599, kappa: 0.5814, kb_relative_information_score: 629681.9741, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7602, predictive_accuracy: 0.7699, prior_entropy: 3.3219, recall: 0.7699, relative_absolute_error: 0.2557, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.7151,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8884, f_measure: 0.7552, kappa: 0.5716, kb_relative_information_score: 646278.4256, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7541, predictive_accuracy: 0.7623, prior_entropy: 3.3219, recall: 0.7623, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.182, root_relative_squared_error: 0.6068,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.6854, kappa: 0.4665, kb_relative_information_score: 554451.0559, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7115, predictive_accuracy: 0.7177, prior_entropy: 3.3219, recall: 0.7177, relative_absolute_error: 0.5016, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.7047,
Joaquin Vanschoren 9 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6355, f_measure: 0.5253, kappa: 0.1589, kb_relative_information_score: 523909.2367, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5433, predictive_accuracy: 0.5569, prior_entropy: 3.3219, recall: 0.5569, relative_absolute_error: 0.5983, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.774,
Joaquin Vanschoren 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.6504, kappa: 0.3861, kb_relative_information_score: 600470.5875, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6538, predictive_accuracy: 0.6681, prior_entropy: 3.3219, recall: 0.6681, relative_absolute_error: 0.4347, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.206, root_relative_squared_error: 0.6867,
Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3346, kb_relative_information_score: 396597.2701, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, recall: 0.5011, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529,

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 pokerhand (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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