1810692 1 Jan van Rijn 3481 Supervised Classification 2254 weka.LibSVM(7) 8981 weka.classifiers.functions.LibSVM -- -S 0 -K 2 -D 3 -G 0.0 -R 0.0 -N 0.5 -M 40.0 -C 1.0 -E 0.001 -P 0.1 -model /vol/home/rijnjnvan/apps/weka-3-7-13/D:\Weka-3-7 -seed 1 S 0 2254 K 2 2254 D 3 2254 G 0.0 2254 R 0.0 2254 C 1.0 2254 N 0.5 2254 P 0.1 2254 M 40.0 2254 E 0.001 2254 model /vol/home/rijnjnvan/apps/weka-3-7-13/D:\Weka-3-7 2254 seed 1 2254 weka weka_3.7.13 300 isolet https://www.openml.org/data/download/52405/phpB0xrNj -1 4536048 description https://api.openml.org/data/download/4536048/weka_generated_run3219020847093670005.xml -1 4536051 model_readable https://api.openml.org/data/download/4536051/WekaModel_weka.classifiers.functions.LibSVM2793571352133919335.model -1 4536050 model_serialized https://api.openml.org/data/download/4536050/WekaSerialized_weka.classifiers.functions.LibSVM3521900290282536624.model -1 4536049 predictions https://api.openml.org/data/download/4536049/weka_generated_predictions1877438475229213276.arff area_under_roc_curve 0.976725 [0.992733,0.963199,0.994333,0.961333,0.958333,0.978932,0.969133,0.993333,0.9948,0.992666,0.981267,0.996133,0.969505,0.942266,0.986533,0.937399,0.9996,0.9998,0.9812,0.9306,0.986533,0.933599,0.997533,0.988067,0.996667,0.969333] average_cost 0 f_measure 0.95522 [0.978512,0.886076,0.978583,0.914474,0.918469,0.956522,0.947899,0.993289,0.99,0.976898,0.971429,0.983498,0.921569,0.914089,0.983165,0.875622,0.990099,0.995025,0.969799,0.90087,0.983165,0.896907,0.978723,0.981575,0.996656,0.952703] kappa 0.953449 kb_relative_information_score 7443.797824 mean_absolute_error 0.003443 mean_prior_absolute_error 0.073964 number_of_instances 7797 [300,300,300,300,300,298,300,300,300,300,300,300,299,300,300,300,300,300,300,300,300,300,300,300,300,300] precision 0.955805 [0.970492,0.843373,0.967427,0.902597,0.916944,0.953333,0.955932,1,0.99,0.96732,0.979661,0.973856,0.900958,0.943262,0.993197,0.871287,0.980392,0.990099,0.976351,0.941818,0.993197,0.925532,0.961415,0.986532,1,0.965753] predictive_accuracy 0.955239 prior_entropy 4.700438 recall 0.955239 [0.986667,0.933333,0.99,0.926667,0.92,0.959732,0.94,0.986667,0.99,0.986667,0.963333,0.993333,0.943144,0.886667,0.973333,0.88,1,1,0.963333,0.863333,0.973333,0.87,0.996667,0.976667,0.993333,0.94] relative_absolute_error 0.046551 root_mean_prior_squared_error 0.192308 root_mean_squared_error 0.058678 root_relative_squared_error 0.305127 total_cost 0 area_under_roc_curve 0.974 [0.982667,0.964667,0.982,0.978,0.932,0.982667,0.95,0.983333,1,0.999333,0.965333,0.999333,0.948667,0.965333,0.983333,0.932,0.999333,1,0.999333,0.914,0.983333,0.965333,0.999333,0.966,1,0.948667] area_under_roc_curve 0.974667 [0.981333,0.946,1,0.998,0.980667,0.998,0.982667,0.983333,0.982667,0.998667,0.966,0.998667,0.982,0.966,0.966667,0.864,1,0.999333,0.95,0.949333,0.983333,0.898667,0.999333,0.983333,1,0.983333] area_under_roc_curve 0.974667 [0.998667,0.980667,0.998667,0.930667,0.947333,0.982667,0.95,0.983333,0.983333,0.983333,0.966667,0.983333,0.998667,0.949333,0.999333,0.93,1,0.999333,0.982667,0.912667,1,0.948,0.999333,0.983333,1,0.95] area_under_roc_curve 0.979333 [1,0.98,0.999333,0.965333,0.983333,0.982667,0.980667,0.983333,1,0.983333,0.999333,0.983333,0.963333,0.915333,0.999333,0.914,1,1,0.982667,0.916667,1,0.933333,0.999333,0.999333,1,0.998667] area_under_roc_curve 0.972 [0.998667,0.943333,0.982667,0.964,0.931333,0.964,0.998667,1,1,0.982667,0.983333,1,0.981333,0.932667,1,0.948667,0.999333,1,0.932667,0.932667,0.982667,0.882667,0.982,0.983333,1,0.965333] area_under_roc_curve 0.981333 [1,0.981333,0.999333,0.965333,0.982667,0.966,0.982667,1,1,1,1,0.999333,0.947333,0.932,0.983333,0.914667,1,1,0.999333,0.916,1,0.964,0.999333,0.982667,1,0.999333] area_under_roc_curve 0.978667 [0.983333,0.982,0.999333,0.966,0.948667,0.966667,0.998667,1,0.999333,0.999333,0.982667,0.999333,0.93,0.914667,0.983333,0.947333,0.999333,1,1,0.966,0.966667,0.965333,0.998,0.999333,0.983333,0.966667] area_under_roc_curve 0.975973 [0.999332,0.945327,0.983333,0.931331,0.931331,0.982666,0.949332,1,1,0.999332,1,0.999332,0.996,0.883333,0.983333,0.99733,1,1,0.982666,0.932666,0.999332,0.899332,0.999332,1,1,0.981331] area_under_roc_curve 0.975968 [1,0.945327,1,0.931998,0.963329,0.982759,0.965999,1,0.983333,0.982666,0.982666,0.999332,0.982666,0.981998,0.983333,0.960659,0.998665,0.999332,1,0.883333,0.966667,0.931998,0.999332,1,1,0.95] area_under_roc_curve 0.980643 [0.983333,0.963329,0.998665,0.982666,0.982666,0.981425,0.932666,1,0.999332,0.997997,0.966667,0.999332,0.965999,0.981998,0.983333,0.965332,0.999332,1,0.982666,0.982666,0.983333,0.94733,1,0.983333,0.983333,0.95] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.950101 [0.966667,0.918033,0.95082,0.865672,0.896552,0.966667,0.947368,0.983051,1,0.983607,0.933333,0.983607,0.915254,0.933333,0.983051,0.896552,0.983607,1,0.983607,0.847458,0.983051,0.933333,0.983607,0.949153,1,0.915254] f_measure 0.950852 [0.935484,0.857143,1,0.952381,0.920635,0.952381,0.966667,0.983051,0.966667,0.967742,0.949153,0.967742,0.95082,0.949153,0.965517,0.785714,1,0.983607,0.947368,0.931034,0.983051,0.857143,0.983607,0.983051,1,0.983051] f_measure 0.951485 [0.967742,0.920635,0.967742,0.866667,0.885246,0.966667,0.947368,0.983051,0.983051,0.983051,0.965517,0.983051,0.967742,0.931034,0.983607,0.852459,1,0.983607,0.966667,0.819672,1,0.9,0.983607,0.983051,1,0.947368] f_measure 0.960105 [1,0.90625,0.983607,0.933333,0.983051,0.966667,0.920635,0.983051,1,0.983051,0.983607,0.983051,0.888889,0.877193,0.983607,0.847458,1,1,0.966667,0.909091,1,0.928571,0.983607,0.983607,1,0.967742] f_measure 0.946252 [0.967742,0.80597,0.966667,0.903226,0.881356,0.903226,0.967742,1,1,0.966667,0.983051,1,0.935484,0.912281,1,0.915254,0.983607,1,0.912281,0.912281,0.966667,0.851852,0.95082,0.983051,1,0.933333] f_measure 0.963808 [1,0.935484,0.983607,0.933333,0.966667,0.949153,0.966667,1,1,1,1,0.983607,0.885246,0.896552,0.983051,0.862069,1,1,0.983607,0.892857,1,0.903226,0.983607,0.966667,1,0.983607] f_measure 0.958908 [0.983051,0.95082,0.983607,0.949153,0.915254,0.965517,0.967742,1,0.983607,0.983607,0.966667,0.983607,0.852459,0.862069,0.983051,0.885246,0.983607,1,1,0.949153,0.965517,0.933333,0.952381,0.983607,0.983051,0.965517] f_measure 0.953412 [0.983607,0.84375,0.983051,0.881356,0.881356,0.966667,0.931034,1,1,0.983607,1,0.983607,0.90625,0.867925,0.983051,0.9375,1,1,0.966667,0.912281,0.983607,0.872727,0.983607,1,1,0.935484] f_measure 0.954174 [1,0.84375,1,0.896552,0.888889,0.982456,0.949153,1,0.983051,0.966667,0.966667,0.983607,0.966667,0.95082,0.983051,0.835821,0.967742,0.983607,1,0.867925,0.965517,0.896552,0.983607,1,1,0.947368] f_measure 0.962888 [0.983051,0.888889,0.967742,0.966667,0.966667,0.949153,0.912281,1,0.983607,0.952381,0.965517,0.983607,0.949153,0.95082,0.983051,0.933333,0.983607,1,0.966667,0.966667,0.983051,0.885246,1,0.983051,0.983051,0.947368] kappa 0.948 kappa 0.949333 kappa 0.949333 kappa 0.958667 kappa 0.944 kappa 0.962667 kappa 0.957333 kappa 0.951939 kappa 0.951938 kappa 0.961284 kb_relative_information_score 740.530483 kb_relative_information_score 741.546334 kb_relative_information_score 741.54535 kb_relative_information_score 748.626866 kb_relative_information_score 737.494704 kb_relative_information_score 751.659696 kb_relative_information_score 747.611015 kb_relative_information_score 742.568297 kb_relative_information_score 742.566291 kb_relative_information_score 749.648787 mean_absolute_error 0.003846 mean_absolute_error 0.003748 mean_absolute_error 0.003748 mean_absolute_error 0.003057 mean_absolute_error 0.004142 mean_absolute_error 0.002761 mean_absolute_error 0.003156 mean_absolute_error 0.003555 mean_absolute_error 0.003555 mean_absolute_error 0.002864 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,30,30,30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] precision 0.95159 [0.966667,0.903226,0.935484,0.783784,0.928571,0.966667,1,1,1,0.967742,0.933333,0.967742,0.931034,0.933333,1,0.928571,0.967742,1,0.967742,0.862069,1,0.933333,0.967742,0.965517,1,0.931034] precision 0.95251 [0.90625,0.818182,1,0.909091,0.878788,0.909091,0.966667,1,0.966667,0.9375,0.965517,0.9375,0.935484,0.965517,1,0.846154,1,0.967742,1,0.964286,1,0.923077,0.967742,1,1,1] precision 0.952882 [0.9375,0.878788,0.9375,0.866667,0.870968,0.966667,1,1,1,1,1,1,0.9375,0.964286,0.967742,0.83871,1,0.967742,0.966667,0.806452,1,0.9,0.967742,1,1,1] precision 0.961965 [1,0.852941,0.967742,0.933333,1,0.966667,0.878788,1,1,1,0.967742,1,0.848485,0.925926,0.967742,0.862069,1,1,0.966667,1,1,1,0.967742,0.967742,1,0.9375] precision 0.948936 [0.9375,0.72973,0.966667,0.875,0.896552,0.875,0.9375,1,1,0.966667,1,1,0.90625,0.962963,1,0.931034,0.967742,1,0.962963,0.962963,0.966667,0.958333,0.935484,1,1,0.933333] precision 0.964336 [1,0.90625,0.967742,0.933333,0.966667,0.965517,0.966667,1,1,1,1,0.967742,0.870968,0.928571,1,0.892857,1,1,0.967742,0.961538,1,0.875,0.967742,0.966667,1,0.967742] precision 0.959736 [1,0.935484,0.967742,0.965517,0.931034,1,0.9375,1,0.967742,0.967742,0.966667,0.967742,0.83871,0.892857,1,0.870968,0.967742,1,1,0.965517,1,0.933333,0.909091,0.967742,1,1] precision 0.95646 [0.967742,0.794118,1,0.896552,0.896552,0.966667,0.964286,1,1,0.967742,1,0.967742,0.828571,1,1,0.882353,1,1,0.966667,0.962963,0.967742,0.96,0.967742,1,1,0.90625] precision 0.95757 [1,0.794118,1,0.928571,0.848485,1,0.965517,1,1,0.966667,0.966667,0.967742,0.966667,0.935484,1,0.756757,0.9375,0.967742,1,1,1,0.928571,0.967742,1,1,1] precision 0.964138 [1,0.848485,0.9375,0.966667,0.966667,0.933333,0.962963,1,0.967742,0.909091,1,0.967742,0.965517,0.935484,1,0.933333,0.967742,1,0.966667,0.966667,1,0.870968,1,1,1,1] predictive_accuracy 0.95 predictive_accuracy 0.951282 predictive_accuracy 0.951282 predictive_accuracy 0.960256 predictive_accuracy 0.946154 predictive_accuracy 0.964103 predictive_accuracy 0.958974 predictive_accuracy 0.953787 predictive_accuracy 0.953787 predictive_accuracy 0.962773 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 recall 0.95 [0.966667,0.933333,0.966667,0.966667,0.866667,0.966667,0.9,0.966667,1,1,0.933333,1,0.9,0.933333,0.966667,0.866667,1,1,1,0.833333,0.966667,0.933333,1,0.933333,1,0.9] recall 0.951282 [0.966667,0.9,1,1,0.966667,1,0.966667,0.966667,0.966667,1,0.933333,1,0.966667,0.933333,0.933333,0.733333,1,1,0.9,0.9,0.966667,0.8,1,0.966667,1,0.966667] recall 0.951282 [1,0.966667,1,0.866667,0.9,0.966667,0.9,0.966667,0.966667,0.966667,0.933333,0.966667,1,0.9,1,0.866667,1,1,0.966667,0.833333,1,0.9,1,0.966667,1,0.9] recall 0.960256 [1,0.966667,1,0.933333,0.966667,0.966667,0.966667,0.966667,1,0.966667,1,0.966667,0.933333,0.833333,1,0.833333,1,1,0.966667,0.833333,1,0.866667,1,1,1,1] recall 0.946154 [1,0.9,0.966667,0.933333,0.866667,0.933333,1,1,1,0.966667,0.966667,1,0.966667,0.866667,1,0.9,1,1,0.866667,0.866667,0.966667,0.766667,0.966667,0.966667,1,0.933333] recall 0.964103 [1,0.966667,1,0.933333,0.966667,0.933333,0.966667,1,1,1,1,1,0.9,0.866667,0.966667,0.833333,1,1,1,0.833333,1,0.933333,1,0.966667,1,1] recall 0.958974 [0.966667,0.966667,1,0.933333,0.9,0.933333,1,1,1,1,0.966667,1,0.866667,0.833333,0.966667,0.9,1,1,1,0.933333,0.933333,0.933333,1,1,0.966667,0.933333] recall 0.953787 [1,0.9,0.966667,0.866667,0.866667,0.966667,0.9,1,1,1,1,1,1,0.766667,0.966667,1,1,1,0.966667,0.866667,1,0.8,1,1,1,0.966667] recall 0.953787 [1,0.9,1,0.866667,0.933333,0.965517,0.933333,1,0.966667,0.966667,0.966667,1,0.966667,0.966667,0.966667,0.933333,1,1,1,0.766667,0.933333,0.866667,1,1,1,0.9] recall 0.962773 [0.966667,0.933333,1,0.966667,0.966667,0.965517,0.866667,1,1,1,0.933333,1,0.933333,0.966667,0.966667,0.933333,1,1,0.966667,0.966667,0.966667,0.9,1,0.966667,0.966667,0.9] relative_absolute_error 0.052 relative_absolute_error 0.050667 relative_absolute_error 0.050667 relative_absolute_error 0.041333 relative_absolute_error 0.056 relative_absolute_error 0.037333 relative_absolute_error 0.042667 relative_absolute_error 0.048062 relative_absolute_error 0.048062 relative_absolute_error 0.038716 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_squared_error 0.062017 root_mean_squared_error 0.061217 root_mean_squared_error 0.061217 root_mean_squared_error 0.055292 root_mean_squared_error 0.064358 root_mean_squared_error 0.052548 root_mean_squared_error 0.056177 root_mean_squared_error 0.059623 root_mean_squared_error 0.059623 root_mean_squared_error 0.053513 root_relative_squared_error 0.32249 root_relative_squared_error 0.318329 root_relative_squared_error 0.318329 root_relative_squared_error 0.287518 root_relative_squared_error 0.334664 root_relative_squared_error 0.273252 root_relative_squared_error 0.292119 root_relative_squared_error 0.310038 root_relative_squared_error 0.310038 root_relative_squared_error 0.278267 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0