165535
2
Joaquin Vanschoren
3947
Supervised Classification
predictive_accuracy
482
weka.MultiBoostAB_DecisionStump(2)
968
weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 160 -W weka.classifiers.trees.DecisionStump
C
3
482
I
160
482
P
100
482
S
1
482
W
weka.classifiers.trees.DecisionStump
482
weka
weka_3.7.12-SNAPSHOT
1113
KDDCup99
https://www.openml.org/data/download/53996/KDDCup99.arff
-1
541715
description
https://api.openml.org/data/download/541715/weka_generated_run5033893222271799051.xml
-1
541718
model_readable
https://api.openml.org/data/download/541718/WekaModel_weka.classifiers.meta.MultiBoostAB7054857818258426548.model
-1
541717
model_serialized
https://api.openml.org/data/download/541717/WekaSerialized_weka.classifiers.meta.MultiBoostAB8041424510862493691.model
-1
541716
predictions
https://api.openml.org/data/download/541716/weka_generated_predictions7193991682395995233.arff
area_under_roc_curve
0.992961 [0.69198,0.662236,0.679485,0.997843,0.647525,0.716739,0.856218,0.666851,0.656182,0.585838,0.737788,0.588263,0.64052,0.999999,0.580712,0.675465,0.691465,0.598549,0.621225,0.596335,0.609283,0.994773,0.690913]
average_cost
0
f_measure
0.970048 [0,0,0,0.98516,0,0,0,0,0,0,0,0,0,0.999391,0,0,0,0,0,0,0,0.955974,0]
kappa
0.963536
kb_relative_information_score
90950.499536
mean_absolute_error
0.047643
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
0.962011 [0,0,0,0.975065,0,0,0,0,0,0,0,0,0,0.999996,0,0,0,0,0,0,0,0.924534,0]
predictive_accuracy
0.978568
prior_entropy
1.558085
recall
0.978568 [0,0,0,0.995466,0,0,0,0,0,0,0,0,0,0.998786,0,0,0,0,0,0,0,0.989628,0]
relative_absolute_error
0.926982
root_mean_prior_squared_error
0.160304
root_mean_squared_error
0.122499
root_relative_squared_error
0.764172
scimark_benchmark
911.047806 [536.1944754842275, 999.4579437467504, 464.6221434386865, 893.4696613383554, 1661.4948072935438]
total_cost
0
usercpu_time_millis
84920
usercpu_time_millis_testing
1890
usercpu_time_millis_training
83030
area_under_roc_curve
0.992967 [0.69254,0.671602,0.691686,0.997828,0.587964,0.0,0.854131,0.657119,0.691686,0.579519,0.0,0.588185,0.691686,1,0.58142,0.0,0.692079,0.597026,0.587964,0.587966,0.605381,0.994795,0.691702]
area_under_roc_curve
0.993004 [0.691686,0.659031,0.690836,0.997805,0.586901,0.0,0.864979,0.621551,0.586901,0.586903,0.0,0.58712,0.586901,1,0.576172,0.0,0.691227,0.600503,0.638871,0.586903,0.616425,0.994914,0.690852]
area_under_roc_curve
0.99293 [0.692225,0.65459,0.587539,0.997946,0.691373,0.0,0.846177,0.652466,0.691373,0.58754,0.0,0.587759,0.691373,1,0.576241,0.0,0.691765,0.595878,0.58754,0.58754,0.60772,0.994783,0.691388]
area_under_roc_curve
0.992942 [0.692865,0.649162,0.588682,0.997771,0.69201,0.0,0.864708,0.794085,0.588682,0.588684,0.0,0.588906,0.588682,0.999999,0.581905,0.0,0.692404,0.6067,0.69201,0.588684,0.605356,0.994695,0.69203]
area_under_roc_curve
0.992969 [0.691503,0.677231,0.587134,0.997874,0.690654,0.690654,0.852241,0.690662,0.0,0.587136,0.0,0.587353,0.690654,0.999999,0.576262,0.0,0.691045,0.591676,0.587134,0.587136,0.601471,0.994817,0.690673]
area_under_roc_curve
0.992979 [0.692107,0.664873,0.691251,0.997814,0.691251,0.691251,0.858785,0.656619,0.0,0.587338,0.691251,0.587554,0.0,0.999999,0.580795,0.0,0.691643,0.587375,0.691251,0.587338,0.610646,0.994806,0.691271]
area_under_roc_curve
0.992967 [0.691883,0.677474,0.691029,0.997918,0.587316,0.691029,0.843745,0.691036,0.691029,0.587318,0.691029,0.58913,0.0,0.999999,0.580923,0.0,0.69142,0.613984,0.587316,0.639175,0.610663,0.994677,0.691044]
area_under_roc_curve
0.992986 [0.692025,0.662832,0.69117,0.997786,0.69117,0.69117,0.867034,0.621946,0.69117,0.587328,0.0,0.589141,0.0,0.999999,0.580938,0.69117,0.691562,0.596399,0.587326,0.587328,0.604932,0.994805,0.691186]
area_under_roc_curve
0.992962 [0.691981,0.652227,0.0,0.997747,0.69113,0.0,0.872473,0.656532,0.69113,0.581763,0.0,0.5907,0.69113,0.999999,0.576314,0.69113,0.691521,0.604667,0.587316,0.639226,0.609586,0.994737,0.691145]
area_under_roc_curve
0.992906 [0.691757,0.655336,0.690907,0.997931,0.690907,0.0,0.837307,0.656403,0.690907,0.587379,0.0,0.587597,0.690907,0.999999,0.576486,0.690907,0.691298,0.600926,0.587377,0.587379,0.616002,0.994756,0.690923]
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
0.969882 [0,0,0,0.984456,0,0,0,0,0,0,0,0,0,0.999448,0,0,0,0,0,0,0,0.955718,0]
f_measure
0.970467 [0,0,0,0.986095,0,0,0,0,0,0,0,0,0,0.999466,0,0,0,0,0,0,0,0.956832,0]
f_measure
0.970269 [0,0,0,0.985914,0,0,0,0,0,0,0,0,0,0.999341,0,0,0,0,0,0,0,0.956388,0]
f_measure
0.969796 [0,0,0,0.984101,0,0,0,0,0,0,0,0,0,0.999448,0,0,0,0,0,0,0,0.955674,0]
f_measure
0.970103 [0,0,0,0.985281,0,0,0,0,0,0,0,0,0,0.999394,0,0,0,0,0,0,0,0.95609,0]
f_measure
0.970015 [0,0,0,0.985119,0,0,0,0,0,0,0,0,0,0.999359,0,0,0,0,0,0,0,0.955922,0]
f_measure
0.970382 [0,0,0,0.98583,0,0,0,0,0,0,0,0,0,0.999483,0,0,0,0,0,0,0,0.956643,0]
f_measure
0.970329 [0,0,0,0.985958,0,0,0,0,0,0,0,0,0,0.999394,0,0,0,0,0,0,0,0.956487,0]
f_measure
0.96984 [0,0,0,0.984719,0,0,0,0,0,0,0,0,0,0.999376,0,0,0,0,0,0,0,0.95552,0]
f_measure
0.969402 [0,0,0,0.984131,0,0,0,0,0,0,0,0,0,0.999198,0,0,0,0,0,0,0,0.954462,0]
kappa
0.963251
kappa
0.964251
kappa
0.963909
kappa
0.963112
kappa
0.963632
kappa
0.963461
kappa
0.964112
kappa
0.964011
kappa
0.963185
kappa
0.962432
kb_relative_information_score
9090.03572
kb_relative_information_score
9099.668752
kb_relative_information_score
9101.254429
kb_relative_information_score
9091.523309
kb_relative_information_score
9094.437219
kb_relative_information_score
9090.772059
kb_relative_information_score
9101.852588
kb_relative_information_score
9097.825052
kb_relative_information_score
9098.765199
kb_relative_information_score
9084.365209
mean_absolute_error
0.047641
mean_absolute_error
0.04764
mean_absolute_error
0.04764
mean_absolute_error
0.047642
mean_absolute_error
0.047642
mean_absolute_error
0.047646
mean_absolute_error
0.047638
mean_absolute_error
0.047642
mean_absolute_error
0.047645
mean_absolute_error
0.047655
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
0.961829 [0,0,0,0.973723,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0.925053,0]
precision
0.962437 [0,0,0,0.976755,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0.924803,0]
precision
0.962247 [0,0,0,0.97631,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0.924331,0]
precision
0.96172 [0,0,0,0.972493,0,0,0,0,0,0,0,0,0,0.999964,0,0,0,0,0,0,0,0.925962,0]
precision
0.962057 [0,0,0,0.974801,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0.925029,0]
precision
0.962014 [0,0,0,0.976186,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0.923283,0]
precision
0.962331 [0,0,0,0.975697,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0.925435,0]
precision
0.962304 [0,0,0,0.976487,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0.924427,0]
precision
0.961805 [0,0,0,0.974774,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0.923874,0]
precision
0.961374 [0,0,0,0.973444,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0.923151,0]
predictive_accuracy
0.978402
predictive_accuracy
0.978989
predictive_accuracy
0.978786
predictive_accuracy
0.978321
predictive_accuracy
0.978624
predictive_accuracy
0.978523
predictive_accuracy
0.978908
predictive_accuracy
0.978847
predictive_accuracy
0.978361
predictive_accuracy
0.977916
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
0.978402 [0,0,0,0.99543,0,0,0,0,0,0,0,0,0,0.998896,0,0,0,0,0,0,0,0.988486,0]
recall
0.978989 [0,0,0,0.995616,0,0,0,0,0,0,0,0,0,0.998932,0,0,0,0,0,0,0,0.99116,0]
recall
0.978786 [0,0,0,0.995709,0,0,0,0,0,0,0,0,0,0.998682,0,0,0,0,0,0,0,0.990748,0]
recall
0.978321 [0,0,0,0.995989,0,0,0,0,0,0,0,0,0,0.998932,0,0,0,0,0,0,0,0.987356,0]
recall
0.978624 [0,0,0,0.995989,0,0,0,0,0,0,0,0,0,0.998789,0,0,0,0,0,0,0,0.989309,0]
recall
0.978523 [0,0,0,0.994216,0,0,0,0,0,0,0,0,0,0.998718,0,0,0,0,0,0,0,0.990954,0]
recall
0.978908 [0,0,0,0.996175,0,0,0,0,0,0,0,0,0,0.998967,0,0,0,0,0,0,0,0.990029,0]
recall
0.978847 [0,0,0,0.995616,0,0,0,0,0,0,0,0,0,0.998789,0,0,0,0,0,0,0,0.990851,0]
recall
0.978361 [0,0,0,0.994869,0,0,0,0,0,0,0,0,0,0.998754,0,0,0,0,0,0,0,0.989411,0]
recall
0.977916 [0,0,0,0.995056,0,0,0,0,0,0,0,0,0,0.998397,0,0,0,0,0,0,0,0.987972,0]
relative_absolute_error
0.926951
relative_absolute_error
0.926916
relative_absolute_error
0.926931
relative_absolute_error
0.926962
relative_absolute_error
0.92696
relative_absolute_error
0.927031
relative_absolute_error
0.926883
relative_absolute_error
0.926966
relative_absolute_error
0.927009
relative_absolute_error
0.927207
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
0.122502
root_mean_squared_error
0.122482
root_mean_squared_error
0.122484
root_mean_squared_error
0.122505
root_mean_squared_error
0.122495
root_mean_squared_error
0.122506
root_mean_squared_error
0.12248
root_mean_squared_error
0.12249
root_mean_squared_error
0.122506
root_mean_squared_error
0.122543
root_relative_squared_error
0.764189
root_relative_squared_error
0.764063
root_relative_squared_error
0.764078
root_relative_squared_error
0.764207
root_relative_squared_error
0.764147
root_relative_squared_error
0.764216
root_relative_squared_error
0.764051
root_relative_squared_error
0.764115
root_relative_squared_error
0.764211
root_relative_squared_error
0.764438
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
95140
usercpu_time_millis
93840
usercpu_time_millis
92210
usercpu_time_millis
94220
usercpu_time_millis
95760
usercpu_time_millis
96110
usercpu_time_millis
94610
usercpu_time_millis
95300
usercpu_time_millis
94230
usercpu_time_millis
95870
usercpu_time_millis_testing
200
usercpu_time_millis_testing
200
usercpu_time_millis_testing
200
usercpu_time_millis_testing
200
usercpu_time_millis_testing
190
usercpu_time_millis_testing
200
usercpu_time_millis_testing
200
usercpu_time_millis_testing
200
usercpu_time_millis_testing
200
usercpu_time_millis_testing
200
usercpu_time_millis_training
94940
usercpu_time_millis_training
93640
usercpu_time_millis_training
92010
usercpu_time_millis_training
94020
usercpu_time_millis_training
95570
usercpu_time_millis_training
95910
usercpu_time_millis_training
94410
usercpu_time_millis_training
95100
usercpu_time_millis_training
94030
usercpu_time_millis_training
95670