151284 2 Joaquin Vanschoren 3947 Supervised Classification predictive_accuracy 585 weka.END_ND_J48(2) 948 weka.classifiers.meta.END -- -S 1 -I 10 -W weka.classifiers.meta.nestedDichotomies.ND -- -S 1 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 365 M 2 365 S 1 585 I 10 585 W weka.classifiers.meta.nestedDichotomies.ND 585 S 1 586 W weka.classifiers.trees.J48 586 weka weka_3.7.12-SNAPSHOT 1113 KDDCup99 https://www.openml.org/data/download/53996/KDDCup99.arff -1 491726 description https://api.openml.org/data/download/491726/weka_generated_run2509719479376033280.xml -1 491729 model_readable https://api.openml.org/data/download/491729/WekaModel_weka.classifiers.meta.END2038086094526098427.model -1 491728 model_serialized https://api.openml.org/data/download/491728/WekaSerialized_weka.classifiers.meta.END644624085607314316.model -1 491727 predictions https://api.openml.org/data/download/491727/weka_generated_predictions7182400416353383835.arff area_under_roc_curve 0.999992 [1,1,0.999843,1,0.970611,1,0.999642,0.999614,0.996911,0.999998,0.996444,1,0.998341,1,1,0.999381,0.999999,0.999654,0.97741,0.980848,0.999073,0.999995,0.985768] average_cost 0 f_measure 0.999661 [0.998638,1,0.2,0.999953,0,1,0.995264,0.754717,0,0.976744,0,0.99719,0,0.999991,0.99044,0,0.991605,0.975717,0.8,0.833333,0.991768,0.999296,0.971429] kappa 0.999493 kb_relative_information_score 493178.623601 mean_absolute_error 0.000061 mean_prior_absolute_error 0.051396 number_of_instances 494020 [2203,979,9,107201,10,4,1589,30,8,21,2,1247,7,280790,264,3,1020,231,12,20,1040,97277,53] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.99964 [0.999091,1,1,0.999953,0,1,0.998733,0.869565,0,0.954545,0,0.998392,0,1,1,0,0.999005,0.995495,1,0.9375,0.999024,0.998696,0.980769] predictive_accuracy 0.9997 prior_entropy 1.558085 recall 0.9997 [0.998184,1,0.111111,0.999953,0,1,0.991819,0.666667,0,1,0,0.99599,0,0.999982,0.981061,0,0.984314,0.95671,0.666667,0.75,0.984615,0.999897,0.962264] relative_absolute_error 0.001191 root_mean_prior_squared_error 0.160304 root_mean_squared_error 0.004557 root_relative_squared_error 0.028425 scimark_benchmark 904.30011 [560.6687900287665, 1014.4538012229739, 479.7774192424144, 904.880962523099, 1561.7195785243105] total_cost 0 usercpu_time_millis 4024780 usercpu_time_millis_testing 195180 usercpu_time_millis_training 3829600 area_under_roc_curve 1 [1,1,0.99996,1,0.990911,0.0,0.999998,1,0.996518,1,0.0,1,1,1,1,0.0,1,1,1,1,0.999999,0.999999,0.999939] area_under_roc_curve 0.999999 [1,1,0.99913,1,0.989454,0.0,1,1,0.997399,1,0.0,1,0.99166,1,1,0.0,1,1,1,1,1,0.999997,1] area_under_roc_curve 0.999999 [1,1,1,1,0.999626,0.0,1,0.998738,0.99998,1,0.0,1,1,1,1,0.0,1,0.999669,1,1,0.999999,0.999996,1] area_under_roc_curve 0.999991 [1,1,1,1,0.976164,0.0,1,0.999987,0.996458,1,0.0,0.999999,0.991417,1,1,0.0,0.999998,0.99917,0.710947,1,1,0.99999,1] area_under_roc_curve 0.999988 [1,1,0.999595,1,0.984919,1,0.99995,1,0.0,1,0.0,1,0.999919,1,1,0.0,1,0.999407,1,1,1,0.999996,0.913979] area_under_roc_curve 0.999999 [1,1,0.999777,1,1,1,0.999764,0.99998,0.0,1,1,1,0.0,1,1,0.0,1,1,0.99998,1,1,1,1] area_under_roc_curve 0.999995 [1,1,1,1,0.805287,1,0.999999,0.994683,0.999879,1,0.996316,1,0.0,1,1,0.0,1,0.999987,0.99998,0.99999,0.999999,0.999996,1] area_under_roc_curve 0.999999 [1,1,0.99996,1,0.999879,1,1,1,0.999838,0.99998,0.0,1,0.0,1,1,1,1,0.999989,1,1,1,0.999997,1] area_under_roc_curve 0.999978 [1,1,0.0,1,0.982855,0.0,0.999933,0.999993,1,1,0.0,1,0.999939,1,1,0.995101,1,0.998307,1,0.860496,0.993155,0.999997,1] area_under_roc_curve 0.999991 [1,1,1,1,0.988381,0.0,0.998057,1,0.989697,1,0.0,1,0.998543,1,1,1,0.999995,1,1,1,1,0.999986,1] 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 0.999578 [0.997722,1,0,0.999907,0,0,0.996845,0.8,0,1,0,0.995984,0,0.999982,0.981132,0,0.995074,0.977778,1,0.666667,0.985366,0.999076,0.888889] f_measure 0.999622 [0.997732,1,0,0.999953,0,0,0.996845,0.5,0,1,0,1,0,0.999982,1,0,0.995074,0.977778,0.666667,1,0.985366,0.999178,1] f_measure 0.999666 [0.997722,1,0,1,0,0,0.996845,0.5,0,1,0,1,0,1,1,0,0.995074,0.977778,1,1,0.985366,0.999281,0.909091] f_measure 0.99958 [1,1,0,0.99986,0,0,0.996845,0.666667,0,1,0,0.995984,0,1,0.980392,0,0.98,0.977778,0,0.666667,0.990291,0.99923,1] f_measure 0.999686 [0.997722,1,0,0.99986,0,1,0.990476,0.857143,0,1,0,0.992,0,1,1,0,0.995074,0.977778,1,1,0.990385,0.999486,0.909091] f_measure 0.999672 [1,1,0,0.999953,0,1,0.996845,0.666667,0,1,0,1,0,1,0.980392,0,0.990196,1,0,0.666667,0.990291,0.999281,1] f_measure 0.999639 [0.997743,1,0,1,0,1,0.993711,0.8,0,1,0,0.995951,0,1,0.980392,0,0.990099,0.954545,0,0.666667,0.995169,0.999332,1] f_measure 0.999657 [1,1,0,1,0,1,0.996865,0.8,0,0.8,0,1,0,0.999947,0.980392,0,0.990099,0.977778,1,0.8,1,0.999229,1] f_measure 0.99967 [0.997722,1,0,1,0,0,0.996825,0.8,0,1,0,0.992,0,1,1,0,0.995074,0.93617,1,0.666667,0.995169,0.999332,1] f_measure 0.999777 [1,1,1,1,0,0,0.990476,1,0,1,0,1,0,1,1,0,0.990099,1,1,1,1,0.999538,1] kappa 0.999349 kappa 0.999452 kappa 0.99952 kappa 0.999383 kappa 0.99952 kappa 0.99952 kappa 0.999486 kappa 0.999486 kappa 0.99952 kappa 0.999692 kb_relative_information_score 49311.169619 kb_relative_information_score 49322.611487 kb_relative_information_score 49324.381072 kb_relative_information_score 49299.442216 kb_relative_information_score 49307.051318 kb_relative_information_score 49329.759417 kb_relative_information_score 49309.227709 kb_relative_information_score 49333.345712 kb_relative_information_score 49312.213464 kb_relative_information_score 49329.421588 mean_absolute_error 0.000064 mean_absolute_error 0.000058 mean_absolute_error 0.000059 mean_absolute_error 0.000069 mean_absolute_error 0.000066 mean_absolute_error 0.000056 mean_absolute_error 0.000064 mean_absolute_error 0.000061 mean_absolute_error 0.000061 mean_absolute_error 0.000055 mean_prior_absolute_error 0.051396 mean_prior_absolute_error 0.051396 mean_prior_absolute_error 0.051396 mean_prior_absolute_error 0.051396 mean_prior_absolute_error 0.051396 mean_prior_absolute_error 0.051396 mean_prior_absolute_error 0.051396 mean_prior_absolute_error 0.051396 mean_prior_absolute_error 0.051396 mean_prior_absolute_error 0.051396 number_of_instances 49402 [220,98,1,10721,1,0,159,3,1,2,0,125,1,28079,27,0,102,23,1,2,104,9727,5] number_of_instances 49402 [220,97,1,10720,1,0,159,3,1,2,0,125,1,28079,27,0,102,23,2,2,104,9728,5] number_of_instances 49402 [220,98,1,10720,1,0,159,3,1,2,0,125,1,28079,26,0,102,23,2,2,104,9728,5] number_of_instances 49402 [220,98,1,10720,1,0,159,3,1,2,0,125,1,28079,26,0,102,23,1,2,104,9728,6] number_of_instances 49402 [220,98,1,10720,1,1,159,3,0,2,0,125,1,28079,26,0,102,23,1,2,104,9728,6] number_of_instances 49402 [221,98,1,10720,1,1,159,3,0,2,1,124,0,28079,26,0,102,23,1,2,104,9728,6] number_of_instances 49402 [221,98,1,10720,1,1,159,3,1,2,1,124,0,28079,26,0,102,23,1,2,104,9728,5] number_of_instances 49402 [221,98,1,10720,1,1,159,3,1,2,0,124,0,28079,26,1,102,23,1,2,104,9728,5] number_of_instances 49402 [220,98,0,10720,1,0,158,3,1,3,0,125,1,28079,27,1,102,24,1,2,104,9727,5] number_of_instances 49402 [220,98,1,10720,1,0,159,3,1,2,0,125,1,28079,27,1,102,23,1,2,104,9727,5] precision 0.999555 [1,1,0,1,0,0,1,1,0,1,0,1,0,1,1,0,1,1,1,1,1,0.998153,1] precision 0.999596 [0.995475,1,0,0.999907,0,0,1,1,0,1,0,1,0,1,1,0,1,1,1,1,1,0.998563,1] precision 0.999639 [1,1,0,1,0,0,1,1,0,1,0,1,0,1,1,0,1,1,1,1,1,0.998665,0.833333] precision 0.999535 [1,1,0,0.999813,0,0,1,0.666667,0,1,0,1,0,1,1,0,1,1,0,1,1,0.99846,1] precision 0.999661 [1,1,0,0.999813,0,1,1,0.75,0,1,0,0.992,0,1,1,0,1,1,1,1,0.990385,0.999076,1] precision 0.999636 [1,1,0,1,0,1,1,0.666667,0,1,0,1,0,1,1,0,0.990196,1,0,1,1,0.998768,1] precision 0.999596 [0.995495,1,0,1,0,1,0.993711,1,0,1,0,1,0,1,1,0,1,1,0,1,1,0.998665,1] precision 0.999629 [1,1,0,1,0,1,0.99375,1,0,0.666667,0,1,0,1,1,0,1,1,1,0.666667,1,0.998768,1] precision 0.999635 [1,1,0,1,0,0,1,1,0,1,0,0.992,0,1,1,0,1,0.956522,1,1,1,0.998768,1] precision 0.999737 [1,1,1,1,0,0,1,1,0,1,0,1,0,1,1,0,1,1,1,1,1,0.999076,1] predictive_accuracy 0.999615 predictive_accuracy 0.999676 predictive_accuracy 0.999717 predictive_accuracy 0.999636 predictive_accuracy 0.999717 predictive_accuracy 0.999717 predictive_accuracy 0.999696 predictive_accuracy 0.999696 predictive_accuracy 0.999717 predictive_accuracy 0.999818 prior_entropy 1.558085 prior_entropy 1.558085 prior_entropy 1.558085 prior_entropy 1.558085 prior_entropy 1.558085 prior_entropy 1.558085 prior_entropy 1.558085 prior_entropy 1.558085 prior_entropy 1.558085 prior_entropy 1.558085 recall 0.999615 [0.995455,1,0,0.999813,0,0,0.993711,0.666667,0,1,0,0.992,0,0.999964,0.962963,0,0.990196,0.956522,1,0.5,0.971154,1,0.8] recall 0.999676 [1,1,0,1,0,0,0.993711,0.333333,0,1,0,1,0,0.999964,1,0,0.990196,0.956522,0.5,1,0.971154,0.999794,1] recall 0.999717 [0.995455,1,0,1,0,0,0.993711,0.333333,0,1,0,1,0,1,1,0,0.990196,0.956522,1,1,0.971154,0.999897,1] recall 0.999636 [1,1,0,0.999907,0,0,0.993711,0.666667,0,1,0,0.992,0,1,0.961538,0,0.960784,0.956522,0,0.5,0.980769,1,1] recall 0.999717 [0.995455,1,0,0.999907,0,1,0.981132,1,0,1,0,0.992,0,1,1,0,0.990196,0.956522,1,1,0.990385,0.999897,0.833333] recall 0.999717 [1,1,0,0.999907,0,1,0.993711,0.666667,0,1,0,1,0,1,0.961538,0,0.990196,1,0,0.5,0.980769,0.999794,1] recall 0.999696 [1,1,0,1,0,1,0.993711,0.666667,0,1,0,0.991935,0,1,0.961538,0,0.980392,0.913043,0,0.5,0.990385,1,1] recall 0.999696 [1,1,0,1,0,1,1,0.666667,0,1,0,1,0,0.999893,0.961538,0,0.980392,0.956522,1,1,1,0.999692,1] recall 0.999717 [0.995455,1,0,1,0,0,0.993671,0.666667,0,1,0,0.992,0,1,1,0,0.990196,0.916667,1,0.5,0.990385,0.999897,1] recall 0.999818 [1,1,1,1,0,0,0.981132,1,0,1,0,1,0,1,1,0,0.980392,1,1,1,1,1,1] relative_absolute_error 0.001243 relative_absolute_error 0.001123 relative_absolute_error 0.001148 relative_absolute_error 0.001335 relative_absolute_error 0.001284 relative_absolute_error 0.001091 relative_absolute_error 0.001245 relative_absolute_error 0.001188 relative_absolute_error 0.00118 relative_absolute_error 0.001074 root_mean_prior_squared_error 0.160303 root_mean_prior_squared_error 0.160303 root_mean_prior_squared_error 0.160303 root_mean_prior_squared_error 0.160303 root_mean_prior_squared_error 0.160303 root_mean_prior_squared_error 0.160303 root_mean_prior_squared_error 0.160303 root_mean_prior_squared_error 0.160303 root_mean_prior_squared_error 0.160304 root_mean_prior_squared_error 0.160304 root_mean_squared_error 0.004791 root_mean_squared_error 0.004347 root_mean_squared_error 0.004461 root_mean_squared_error 0.005081 root_mean_squared_error 0.004589 root_mean_squared_error 0.004163 root_mean_squared_error 0.004659 root_mean_squared_error 0.004544 root_mean_squared_error 0.004708 root_mean_squared_error 0.004141 root_relative_squared_error 0.029887 root_relative_squared_error 0.02712 root_relative_squared_error 0.027829 root_relative_squared_error 0.031696 root_relative_squared_error 0.028625 root_relative_squared_error 0.025972 root_relative_squared_error 0.029066 root_relative_squared_error 0.028347 root_relative_squared_error 0.029371 root_relative_squared_error 0.025832 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 usercpu_time_millis 3690980 usercpu_time_millis 3946690 usercpu_time_millis 4011310 usercpu_time_millis 3934550 usercpu_time_millis 3931970 usercpu_time_millis 3613720 usercpu_time_millis 3554670 usercpu_time_millis 3545480 usercpu_time_millis 3562590 usercpu_time_millis 3801050 usercpu_time_millis_testing 19440 usercpu_time_millis_testing 20000 usercpu_time_millis_testing 19740 usercpu_time_millis_testing 19800 usercpu_time_millis_testing 19900 usercpu_time_millis_testing 19630 usercpu_time_millis_testing 20450 usercpu_time_millis_testing 19960 usercpu_time_millis_testing 19430 usercpu_time_millis_testing 19490 usercpu_time_millis_training 3671540 usercpu_time_millis_training 3926690 usercpu_time_millis_training 3991570 usercpu_time_millis_training 3914750 usercpu_time_millis_training 3912070 usercpu_time_millis_training 3594090 usercpu_time_millis_training 3534220 usercpu_time_millis_training 3525520 usercpu_time_millis_training 3543160 usercpu_time_millis_training 3781560