86976
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
535
weka.Bagging_SPegasos(2)
827
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.functions.SPegasos -- -F 0 -L 1.0E-4 -E 500
I
10
535
P
100
535
S
1
535
W
weka.classifiers.functions.SPegasos
535
num-slots
1
535
E
500
426
F
0
426
L
1.0E-4
426
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
261714
description
https://api.openml.org/data/download/261714/weka_generated_run1014384390680717197.xml
-1
261717
model_readable
https://api.openml.org/data/download/261717/WekaModel_weka.classifiers.meta.Bagging9190024713957722202.model
-1
261716
model_serialized
https://api.openml.org/data/download/261716/WekaSerialized_weka.classifiers.meta.Bagging1137960241082715556.model
-1
261715
predictions
https://api.openml.org/data/download/261715/weka_generated_predictions193496136564522717.arff
area_under_roc_curve
0.895862 [0.895862,0.895862]
average_cost
0
build_cpu_time
0.6996
build_memory
463087017.6
f_measure
0.844714 [0.830546,0.856071]
kappa
0.686876
kb_relative_information_score
2269.314569
mean_absolute_error
0.171159
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
0.846472 [0.805386,0.879405]
predictive_accuracy
0.844348
prior_entropy
0.991282
recall
0.844348 [0.857329,0.833943]
relative_absolute_error
0.346511
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.353348
root_relative_squared_error
0.711023
scimark_benchmark
931.489398 [556.7317474007057, 995.585111012386, 475.94943151753284, 905.818919013148, 1723.3617822104022]
total_cost
0
area_under_roc_curve
0.915645 [0.915645,0.915645]
area_under_roc_curve
0.903118 [0.903118,0.903118]
area_under_roc_curve
0.886251 [0.886251,0.886251]
area_under_roc_curve
0.900616 [0.900616,0.900616]
area_under_roc_curve
0.880617 [0.880617,0.880617]
area_under_roc_curve
0.864775 [0.864775,0.864775]
area_under_roc_curve
0.889576 [0.889576,0.889576]
area_under_roc_curve
0.911726 [0.911726,0.911726]
area_under_roc_curve
0.907136 [0.907136,0.907136]
area_under_roc_curve
0.909465 [0.909465,0.909465]
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
0.952
build_cpu_time
0.673
build_cpu_time
0.662
build_cpu_time
0.671
build_cpu_time
0.667
build_cpu_time
0.667
build_cpu_time
0.667
build_cpu_time
0.693
build_cpu_time
0.673
build_cpu_time
0.671
build_memory
381204408
build_memory
416850616
build_memory
459605896
build_memory
490329176
build_memory
521581672
build_memory
400745704
build_memory
443379032
build_memory
474696176
build_memory
505846008
build_memory
536631488
f_measure
0.869521 [0.852459,0.883117]
f_measure
0.840408 [0.818482,0.857881]
f_measure
0.831884 [0.810458,0.848958]
f_measure
0.846324 [0.82623,0.862338]
f_measure
0.838161 [0.825,0.848649]
f_measure
0.832288 [0.826347,0.837079]
f_measure
0.834966 [0.832845,0.836676]
f_measure
0.866877 [0.853503,0.87766]
f_measure
0.849638 [0.844311,0.853933]
f_measure
0.834729 [0.814332,0.851175]
kappa
0.735578
kappa
0.676388
kappa
0.659416
kappa
0.68857
kappa
0.674188
kappa
0.665329
kappa
0.672517
kappa
0.731245
kappa
0.69995
kappa
0.66551
kb_relative_information_score
234.950443
kb_relative_information_score
224.63778
kb_relative_information_score
214.683157
kb_relative_information_score
228.817887
kb_relative_information_score
222.355995
kb_relative_information_score
218.229111
kb_relative_information_score
224.69406
kb_relative_information_score
243.226073
kb_relative_information_score
232.122401
kb_relative_information_score
225.597663
mean_absolute_error
0.161159
mean_absolute_error
0.175362
mean_absolute_error
0.189565
mean_absolute_error
0.167246
mean_absolute_error
0.177391
mean_absolute_error
0.183478
mean_absolute_error
0.173333
mean_absolute_error
0.148116
mean_absolute_error
0.164638
mean_absolute_error
0.171304
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
0.869491 [0.855263,0.880829]
precision
0.840366 [0.826667,0.851282]
precision
0.831884 [0.810458,0.848958]
precision
0.846287 [0.828947,0.860104]
precision
0.841398 [0.790419,0.882022]
precision
0.842161 [0.766667,0.90303]
precision
0.850536 [0.759358,0.924051]
precision
0.867613 [0.8375,0.891892]
precision
0.859666 [0.783333,0.921212]
precision
0.83469 [0.816993,0.848958]
predictive_accuracy
0.869565
predictive_accuracy
0.84058
predictive_accuracy
0.831884
predictive_accuracy
0.846377
predictive_accuracy
0.837681
predictive_accuracy
0.831884
predictive_accuracy
0.834783
predictive_accuracy
0.866667
predictive_accuracy
0.849275
predictive_accuracy
0.834783
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
0.869565 [0.849673,0.885417]
recall
0.84058 [0.810458,0.864583]
recall
0.831884 [0.810458,0.848958]
recall
0.846377 [0.823529,0.864583]
recall
0.837681 [0.862745,0.817708]
recall
0.831884 [0.896104,0.780105]
recall
0.834783 [0.922078,0.764398]
recall
0.866667 [0.87013,0.863874]
recall
0.849275 [0.915584,0.795812]
recall
0.834783 [0.811688,0.853403]
relative_absolute_error
0.326371
relative_absolute_error
0.355134
relative_absolute_error
0.383897
relative_absolute_error
0.338698
relative_absolute_error
0.359243
relative_absolute_error
0.37133
relative_absolute_error
0.350799
relative_absolute_error
0.299763
relative_absolute_error
0.3332
relative_absolute_error
0.346692
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
0.324997
root_mean_squared_error
0.347371
root_mean_squared_error
0.367285
root_mean_squared_error
0.347371
root_mean_squared_error
0.366179
root_mean_squared_error
0.385197
root_mean_squared_error
0.369802
root_mean_squared_error
0.329294
root_mean_squared_error
0.339394
root_mean_squared_error
0.35193
root_relative_squared_error
0.654184
root_relative_squared_error
0.69922
root_relative_squared_error
0.739306
root_relative_squared_error
0.69922
root_relative_squared_error
0.737079
root_relative_squared_error
0.774861
root_relative_squared_error
0.743892
root_relative_squared_error
0.662407
root_relative_squared_error
0.682724
root_relative_squared_error
0.707942
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