85236
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
534
weka.Bagging_SMO_PolyKernel(2)
825
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 20 -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
20
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
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
254806
description
https://api.openml.org/data/download/254806/weka_generated_run8241578883823896363.xml
-1
254809
model_readable
https://api.openml.org/data/download/254809/WekaModel_weka.classifiers.meta.Bagging5762452824457128760.model
-1
254808
model_serialized
https://api.openml.org/data/download/254808/WekaSerialized_weka.classifiers.meta.Bagging2627522733343554310.model
-1
254807
predictions
https://api.openml.org/data/download/254807/weka_generated_predictions5115260009455422782.arff
area_under_roc_curve
0.897969 [0.897969,0.897969]
average_cost
0
build_cpu_time
0.8502
build_memory
481745212.8
f_measure
0.852913 [0.843817,0.860203]
kappa
0.704909
kb_relative_information_score
2347.423287
mean_absolute_error
0.159058
mean_prior_absolute_error
0.493952
number_of_instances
3450 [1535,1915]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.858475 [0.797564,0.9073]
predictive_accuracy
0.852464
prior_entropy
0.991282
recall
0.852464 [0.895765,0.817755]
relative_absolute_error
0.322011
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.351592
root_relative_squared_error
0.707488
scimark_benchmark
928.086341 [553.727212448036, 1000.755695656588, 478.92144908848445, 899.2933222316699, 1707.7340248615362]
total_cost
0
area_under_roc_curve
0.929432 [0.929432,0.929432]
area_under_roc_curve
0.906931 [0.906931,0.906931]
area_under_roc_curve
0.879204 [0.879204,0.879204]
area_under_roc_curve
0.906999 [0.906999,0.906999]
area_under_roc_curve
0.894165 [0.894165,0.894165]
area_under_roc_curve
0.862446 [0.862446,0.862446]
area_under_roc_curve
0.876589 [0.876589,0.876589]
area_under_roc_curve
0.930203 [0.930203,0.930203]
area_under_roc_curve
0.908224 [0.908224,0.908224]
area_under_roc_curve
0.89607 [0.89607,0.89607]
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
0.838
build_cpu_time
0.877
build_cpu_time
0.796
build_cpu_time
0.56
build_cpu_time
0.626
build_cpu_time
0.634
build_cpu_time
0.994
build_cpu_time
0.768
build_cpu_time
1.426
build_cpu_time
0.983
build_memory
663017528
build_memory
612839392
build_memory
612604024
build_memory
646794448
build_memory
697463048
build_memory
258160096
build_memory
258633712
build_memory
291314096
build_memory
342556240
build_memory
434069544
f_measure
0.878176 [0.861842,0.891192]
f_measure
0.849688 [0.836478,0.860215]
f_measure
0.84109 [0.830769,0.849315]
f_measure
0.864157 [0.852665,0.873315]
f_measure
0.838192 [0.829268,0.845304]
f_measure
0.832288 [0.826347,0.837079]
f_measure
0.837899 [0.835294,0.84]
f_measure
0.881481 [0.876133,0.885794]
f_measure
0.85251 [0.847761,0.856338]
f_measure
0.852598 [0.843077,0.860274]
kappa
0.753042
kappa
0.697062
kappa
0.681055
kappa
0.726371
kappa
0.675893
kappa
0.665329
kappa
0.678064
kappa
0.762982
kappa
0.705902
kappa
0.704072
kb_relative_information_score
242.128556
kb_relative_information_score
235.034137
kb_relative_information_score
229.225697
kb_relative_information_score
235.401652
kb_relative_information_score
232.579388
kb_relative_information_score
223.603577
kb_relative_information_score
228.770913
kb_relative_information_score
248.382245
kb_relative_information_score
240.684812
kb_relative_information_score
231.61231
mean_absolute_error
0.14942
mean_absolute_error
0.157826
mean_absolute_error
0.166667
mean_absolute_error
0.15913
mean_absolute_error
0.160725
mean_absolute_error
0.175072
mean_absolute_error
0.166812
mean_absolute_error
0.140435
mean_absolute_error
0.150145
mean_absolute_error
0.164348
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
precision
0.87815 [0.86755,0.886598]
precision
0.852156 [0.806061,0.888889]
precision
0.846697 [0.784884,0.895954]
precision
0.866999 [0.819277,0.905028]
precision
0.845516 [0.777143,0.9]
precision
0.842161 [0.766667,0.90303]
precision
0.852623 [0.763441,0.924528]
precision
0.889641 [0.819209,0.946429]
precision
0.86331 [0.78453,0.926829]
precision
0.857157 [0.80117,0.902299]
predictive_accuracy
0.878261
predictive_accuracy
0.849275
predictive_accuracy
0.84058
predictive_accuracy
0.863768
predictive_accuracy
0.837681
predictive_accuracy
0.831884
predictive_accuracy
0.837681
predictive_accuracy
0.881159
predictive_accuracy
0.852174
predictive_accuracy
0.852174
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
recall
0.878261 [0.856209,0.895833]
recall
0.849275 [0.869281,0.833333]
recall
0.84058 [0.882353,0.807292]
recall
0.863768 [0.888889,0.84375]
recall
0.837681 [0.888889,0.796875]
recall
0.831884 [0.896104,0.780105]
recall
0.837681 [0.922078,0.769634]
recall
0.881159 [0.941558,0.832461]
recall
0.852174 [0.922078,0.795812]
recall
0.852174 [0.88961,0.82199]
relative_absolute_error
0.302597
relative_absolute_error
0.31962
relative_absolute_error
0.337524
relative_absolute_error
0.322262
relative_absolute_error
0.32549
relative_absolute_error
0.354318
relative_absolute_error
0.3376
relative_absolute_error
0.284217
relative_absolute_error
0.303869
relative_absolute_error
0.332613
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_squared_error
0.317223
root_mean_squared_error
0.347006
root_mean_squared_error
0.365644
root_mean_squared_error
0.336693
root_mean_squared_error
0.358267
root_mean_squared_error
0.386737
root_mean_squared_error
0.382507
root_mean_squared_error
0.3164
root_mean_squared_error
0.344985
root_mean_squared_error
0.353143
root_relative_squared_error
0.638536
root_relative_squared_error
0.698485
root_relative_squared_error
0.736002
root_relative_squared_error
0.677727
root_relative_squared_error
0.721152
root_relative_squared_error
0.777958
root_relative_squared_error
0.769449
root_relative_squared_error
0.636468
root_relative_squared_error
0.69397
root_relative_squared_error
0.710381
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