25503
2
Joaquin Vanschoren
59
Supervised Classification
predictive_accuracy
532
weka.Bagging_RandomForest(2)
809
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1
I
20
532
P
100
532
S
1
532
W
weka.classifiers.trees.RandomForest
532
num-slots
1
532
I
100
391
K
0
391
S
1
391
num-slots
1
391
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
51611
description
https://api.openml.org/data/download/51611/weka_generated_run8309336980936146241.xml
-1
51614
model_readable
https://api.openml.org/data/download/51614/WekaModel_weka.classifiers.meta.Bagging3892373371967595268.model
-1
51613
model_serialized
https://api.openml.org/data/download/51613/WekaSerialized_weka.classifiers.meta.Bagging4717855542205416031.model
-1
51612
predictions
https://api.openml.org/data/download/51612/weka_generated_predictions4464959482754946930.arff
area_under_roc_curve
0.9954 [1,0.9931,0.9931]
average_cost
0
build_cpu_time
0.1888
build_memory
515105486.4
f_measure
0.96 [1,0.94,0.94]
kappa
0.94
kb_relative_information_score
139.256625
mean_absolute_error
0.037591
mean_prior_absolute_error
0.444444
number_of_instances
150 [50,50,50]
os_information
[Oracle Corporation, 1.7.0_55, x86_64, Mac OS X, 10.9.4]
precision
0.96 [1,0.94,0.94]
predictive_accuracy
0.96
prior_entropy
1.584963
recall
0.96 [1,0.94,0.94]
relative_absolute_error
0.08458
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.14587
root_relative_squared_error
0.309437
scimark_benchmark
1464.395763 [981.84106563973681155.2488176445806614.79634389862711235.9452788075343334.1473108528967]
total_cost
0
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.986667 [1,0.98,0.98]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.98 [1,0.97,0.97]
area_under_roc_curve
1 [1,1,1]
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
build_cpu_time
0.199
build_cpu_time
0.191
build_cpu_time
0.197
build_cpu_time
0.18
build_cpu_time
0.19
build_cpu_time
0.179
build_cpu_time
0.199
build_cpu_time
0.194
build_cpu_time
0.176
build_cpu_time
0.183
build_memory
703475832
build_memory
828088176
build_memory
264590128
build_memory
391865448
build_memory
519148376
build_memory
646436656
build_memory
787876432
build_memory
209239392
build_memory
336524496
build_memory
463809928
f_measure
0.93266 [1,0.909091,0.888889]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.861111 [1,0.833333,0.75]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
kappa
0.9
kappa
1
kappa
1
kappa
0.9
kappa
1
kappa
0.9
kappa
1
kappa
0.8
kappa
0.9
kappa
1
kb_relative_information_score
13.796747
kb_relative_information_score
14.654846
kb_relative_information_score
14.419588
kb_relative_information_score
13.774625
kb_relative_information_score
14.589389
kb_relative_information_score
12.874985
kb_relative_information_score
14.909193
kb_relative_information_score
12.814785
kb_relative_information_score
13.047196
kb_relative_information_score
14.375273
mean_absolute_error
0.037378
mean_absolute_error
0.015733
mean_absolute_error
0.022067
mean_absolute_error
0.038089
mean_absolute_error
0.0174
mean_absolute_error
0.076956
mean_absolute_error
0.004356
mean_absolute_error
0.0698
mean_absolute_error
0.066
mean_absolute_error
0.028133
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
precision
0.944444 [1,0.833333,1]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.904762 [1,0.714286,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.866667
predictive_accuracy
0.933333
predictive_accuracy
1
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
recall
0.933333 [1,1,0.8]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.866667 [1,1,0.6]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
relative_absolute_error
0.0841
relative_absolute_error
0.0354
relative_absolute_error
0.04965
relative_absolute_error
0.0857
relative_absolute_error
0.03915
relative_absolute_error
0.17315
relative_absolute_error
0.0098
relative_absolute_error
0.15705
relative_absolute_error
0.1485
relative_absolute_error
0.0633
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.16843
root_mean_squared_error
0.044867
root_mean_squared_error
0.093226
root_mean_squared_error
0.176472
root_mean_squared_error
0.064895
root_mean_squared_error
0.187216
root_mean_squared_error
0.012317
root_mean_squared_error
0.239449
root_mean_squared_error
0.204063
root_mean_squared_error
0.064616
root_relative_squared_error
0.357294
root_relative_squared_error
0.095178
root_relative_squared_error
0.197762
root_relative_squared_error
0.374353
root_relative_squared_error
0.137664
root_relative_squared_error
0.397144
root_relative_squared_error
0.026129
root_relative_squared_error
0.507948
root_relative_squared_error
0.432884
root_relative_squared_error
0.137072
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