85206
2
Joaquin Vanschoren
1776
Supervised Classification
predictive_accuracy
534
weka.Bagging_SMO_PolyKernel(2)
824
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 40 -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007"
I
40
534
P
100
534
S
1
534
W
weka.classifiers.functions.SMO
534
num-slots
1
534
C
1.0
424
L
0.001
424
N
0
424
P
1.0E-12
424
V
-1
424
W
1
424
12
mfeat-factors
https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff
-1
254685
description
https://api.openml.org/data/download/254685/weka_generated_run3989857742019031370.xml
-1
254688
model_readable
https://api.openml.org/data/download/254688/WekaModel_weka.classifiers.meta.Bagging6652193696566506794.model
-1
254687
model_serialized
https://api.openml.org/data/download/254687/WekaSerialized_weka.classifiers.meta.Bagging8594816293481626564.model
-1
254686
predictions
https://api.openml.org/data/download/254686/weka_generated_predictions2956738196323438322.arff
area_under_roc_curve
0.994652 [0.997409,0.998441,0.996799,0.984577,0.997288,0.987065,0.996025,0.999001,0.995418,0.994494]
average_cost
0
build_cpu_time
14.0696
build_memory
504694747.2
f_measure
0.972102 [0.982036,0.962376,0.983409,0.961809,0.978261,0.95542,0.98392,0.979063,0.978338,0.956392]
kappa
0.969
kb_relative_information_score
2967.634715
mean_absolute_error
0.160353
mean_prior_absolute_error
0.18
number_of_instances
10000 [1000,1000,1000,1000,1000,1000,1000,1000,1000,1000]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.972229 [0.98008,0.952941,0.988878,0.966667,0.966797,0.968172,0.988889,0.976143,0.985787,0.947937]
predictive_accuracy
0.9721
prior_entropy
3.321928
recall
0.9721 [0.984,0.972,0.978,0.957,0.99,0.943,0.979,0.982,0.971,0.965]
relative_absolute_error
0.890849
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.271905
root_relative_squared_error
0.906351
scimark_benchmark
933.104706 [556.5541177310433, 992.2528201712466, 477.2185884444444, 900.2197984986343, 1739.2782055898172]
total_cost
0
area_under_roc_curve
0.995038 [0.997211,0.995733,0.996244,0.985367,0.999817,0.98995,0.998511,0.998756,0.996878,0.991911]
area_under_roc_curve
0.994569 [0.998328,0.999689,0.997256,0.982889,0.994244,0.98,0.999994,0.999683,0.999983,0.993628]
area_under_roc_curve
0.997415 [0.996922,0.998967,1,0.992556,0.999344,0.997339,0.999244,0.997767,0.994239,0.997772]
area_under_roc_curve
0.99531 [0.992678,0.998056,0.999539,0.987683,0.996333,0.99745,0.994117,0.998906,0.994156,0.994183]
area_under_roc_curve
0.995373 [0.998733,0.997922,0.996056,0.986889,0.999133,0.989956,0.998689,0.998239,0.995139,0.992972]
area_under_roc_curve
0.994671 [0.997139,0.999878,0.997639,0.988083,0.994111,0.985039,0.994089,0.999733,0.997894,0.993106]
area_under_roc_curve
0.994127 [0.998744,0.997661,0.993967,0.981067,0.999922,0.996444,0.993878,0.997722,0.988117,0.993744]
area_under_roc_curve
0.991931 [0.997922,0.999667,0.99545,0.971328,0.996017,0.973494,0.993733,0.999994,0.997144,0.994561]
area_under_roc_curve
0.995077 [0.999044,0.998606,0.995483,0.985739,0.999933,0.978389,0.998522,0.999344,0.996706,0.999006]
area_under_roc_curve
0.994729 [0.998478,0.999589,0.998294,0.983439,0.9969,0.985522,0.9918,0.999844,0.996944,0.996483]
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
build_cpu_time
14.423
build_cpu_time
14.084
build_cpu_time
14.704
build_cpu_time
14.004
build_cpu_time
14.511
build_cpu_time
13.939
build_cpu_time
14.034
build_cpu_time
13.339
build_cpu_time
14.099
build_cpu_time
13.559
build_memory
957180880
build_memory
436737392
build_memory
215700720
build_memory
157280144
build_memory
1375083864
build_memory
550618528
build_memory
395145064
build_memory
278176136
build_memory
275203112
build_memory
405821632
f_measure
0.96501 [0.97,0.94,0.989899,0.945813,0.965517,0.94898,0.975124,0.980198,0.979798,0.954774]
f_measure
0.979989 [0.994975,0.975124,0.984925,0.95,0.99,0.964467,1,0.975369,0.995025,0.97]
f_measure
0.975042 [0.985075,0.98,1,0.969697,0.974874,0.955224,0.985075,0.969697,0.979798,0.95098]
f_measure
0.976007 [0.97,0.974874,0.984925,0.975124,0.99,0.960784,0.99,0.980198,0.969697,0.964467]
f_measure
0.975061 [0.980198,0.965174,0.979798,0.97,0.985222,0.963731,0.985075,0.989899,0.979592,0.951923]
f_measure
0.974041 [0.99,0.96,0.974874,0.979798,0.975369,0.974359,0.984925,0.970297,0.975124,0.955665]
f_measure
0.968136 [0.98,0.945813,0.975124,0.979798,0.985222,0.964824,0.984925,0.974359,0.964467,0.926829]
f_measure
0.973024 [0.985075,0.947368,0.979798,0.94359,0.985075,0.954315,0.989899,0.995025,0.979798,0.970297]
f_measure
0.966859 [0.985075,0.965517,0.979798,0.945274,0.970874,0.926316,0.979592,0.975124,0.984925,0.956098]
f_measure
0.967993 [0.98,0.970588,0.984925,0.959184,0.961165,0.940594,0.964103,0.980392,0.974874,0.964103]
kappa
0.961111
kappa
0.977778
kappa
0.972222
kappa
0.973333
kappa
0.972222
kappa
0.971111
kappa
0.964444
kappa
0.97
kappa
0.963333
kappa
0.964444
kb_relative_information_score
296.548915
kb_relative_information_score
297.277573
kb_relative_information_score
297.940953
kb_relative_information_score
296.687171
kb_relative_information_score
296.980468
kb_relative_information_score
296.768907
kb_relative_information_score
296.275081
kb_relative_information_score
295.686028
kb_relative_information_score
297.033147
kb_relative_information_score
296.436472
mean_absolute_error
0.160356
mean_absolute_error
0.160315
mean_absolute_error
0.160256
mean_absolute_error
0.16037
mean_absolute_error
0.160327
mean_absolute_error
0.160365
mean_absolute_error
0.160383
mean_absolute_error
0.160434
mean_absolute_error
0.160328
mean_absolute_error
0.160392
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
precision
0.965252 [0.97,0.94,1,0.932039,0.951456,0.96875,0.970297,0.970588,0.989796,0.959596]
precision
0.980084 [1,0.970297,0.989899,0.95,0.99,0.979381,1,0.961165,0.990099,0.97]
precision
0.975236 [0.980198,0.98,1,0.979592,0.979798,0.950495,0.980198,0.979592,0.989796,0.932692]
precision
0.976186 [0.97,0.979798,0.989899,0.970297,0.99,0.942308,0.99,0.970588,0.979592,0.979381]
precision
0.975852 [0.970588,0.960396,0.989796,0.97,0.970874,1,0.980198,1,1,0.916667]
precision
0.974349 [0.99,0.96,0.979798,0.989796,0.961165,1,0.989899,0.960784,0.970297,0.941748]
precision
0.968674 [0.98,0.932039,0.970297,0.989796,0.970874,0.969697,0.989899,1,0.979381,0.904762]
precision
0.973662 [0.980198,0.908257,0.989796,0.968421,0.980198,0.969072,1,0.990099,0.989796,0.960784]
precision
0.967675 [0.980198,0.951456,0.989796,0.940594,0.943396,0.977778,1,0.970297,0.989899,0.933333]
precision
0.968661 [0.98,0.951923,0.989899,0.979167,0.933962,0.931373,0.989474,0.961538,0.979798,0.989474]
predictive_accuracy
0.965
predictive_accuracy
0.98
predictive_accuracy
0.975
predictive_accuracy
0.976
predictive_accuracy
0.975
predictive_accuracy
0.974
predictive_accuracy
0.968
predictive_accuracy
0.973
predictive_accuracy
0.967
predictive_accuracy
0.968
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
recall
0.965 [0.97,0.94,0.98,0.96,0.98,0.93,0.98,0.99,0.97,0.95]
recall
0.98 [0.99,0.98,0.98,0.95,0.99,0.95,1,0.99,1,0.97]
recall
0.975 [0.99,0.98,1,0.96,0.97,0.96,0.99,0.96,0.97,0.97]
recall
0.976 [0.97,0.97,0.98,0.98,0.99,0.98,0.99,0.99,0.96,0.95]
recall
0.975 [0.99,0.97,0.97,0.97,1,0.93,0.99,0.98,0.96,0.99]
recall
0.974 [0.99,0.96,0.97,0.97,0.99,0.95,0.98,0.98,0.98,0.97]
recall
0.968 [0.98,0.96,0.98,0.97,1,0.96,0.98,0.95,0.95,0.95]
recall
0.973 [0.99,0.99,0.97,0.92,0.99,0.94,0.98,1,0.97,0.98]
recall
0.967 [0.99,0.98,0.97,0.95,1,0.88,0.96,0.98,0.98,0.98]
recall
0.968 [0.98,0.99,0.98,0.94,0.99,0.95,0.94,1,0.97,0.94]
relative_absolute_error
0.890867
relative_absolute_error
0.89064
relative_absolute_error
0.890313
relative_absolute_error
0.890945
relative_absolute_error
0.890705
relative_absolute_error
0.890918
relative_absolute_error
0.891019
relative_absolute_error
0.891303
relative_absolute_error
0.89071
relative_absolute_error
0.891068
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.271903
root_mean_squared_error
0.271842
root_mean_squared_error
0.271713
root_mean_squared_error
0.27193
root_mean_squared_error
0.271765
root_mean_squared_error
0.2719
root_mean_squared_error
0.272048
root_mean_squared_error
0.272133
root_mean_squared_error
0.271843
root_mean_squared_error
0.271978
root_relative_squared_error
0.906342
root_relative_squared_error
0.906139
root_relative_squared_error
0.905711
root_relative_squared_error
0.906432
root_relative_squared_error
0.905883
root_relative_squared_error
0.906332
root_relative_squared_error
0.906828
root_relative_squared_error
0.90711
root_relative_squared_error
0.906142
root_relative_squared_error
0.906592
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