25504
2
Joaquin Vanschoren
59
Supervised Classification
predictive_accuracy
532
weka.Bagging_RandomForest(2)
810
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1
I
40
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
51615
description
https://api.openml.org/data/download/51615/weka_generated_run615145494521096913.xml
-1
51618
model_readable
https://api.openml.org/data/download/51618/WekaModel_weka.classifiers.meta.Bagging6375665927962078888.model
-1
51617
model_serialized
https://api.openml.org/data/download/51617/WekaSerialized_weka.classifiers.meta.Bagging1832198761165249922.model
-1
51616
predictions
https://api.openml.org/data/download/51616/weka_generated_predictions610203179193768921.arff
area_under_roc_curve
0.996 [1,0.994,0.994]
average_cost
0
build_cpu_time
0.4509
build_memory
442310244
f_measure
0.96 [1,0.94,0.94]
kappa
0.94
kb_relative_information_score
139.259977
mean_absolute_error
0.037356
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
0.08405
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.145785
root_relative_squared_error
0.309258
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
0.986667 [1,0.98,0.98]
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
0.437
build_cpu_time
0.435
build_cpu_time
0.444
build_cpu_time
0.684
build_cpu_time
0.444
build_cpu_time
0.399
build_cpu_time
0.432
build_cpu_time
0.413
build_cpu_time
0.441
build_cpu_time
0.38
build_memory
173590288
build_memory
441133120
build_memory
696600800
build_memory
256666272
build_memory
528970840
build_memory
782408648
build_memory
340711048
build_memory
606561816
build_memory
163273808
build_memory
433185800
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
13.829873
kb_relative_information_score
14.693424
kb_relative_information_score
14.417267
kb_relative_information_score
13.757226
kb_relative_information_score
14.649283
kb_relative_information_score
12.90068
kb_relative_information_score
14.916018
kb_relative_information_score
12.695554
kb_relative_information_score
13.024812
kb_relative_information_score
14.375841
mean_absolute_error
0.036256
mean_absolute_error
0.014122
mean_absolute_error
0.022267
mean_absolute_error
0.0389
mean_absolute_error
0.0153
mean_absolute_error
0.075811
mean_absolute_error
0.004056
mean_absolute_error
0.071933
mean_absolute_error
0.0666
mean_absolute_error
0.028311
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
0.081575
relative_absolute_error
0.031775
relative_absolute_error
0.0501
relative_absolute_error
0.087525
relative_absolute_error
0.034425
relative_absolute_error
0.170575
relative_absolute_error
0.009125
relative_absolute_error
0.16185
relative_absolute_error
0.14985
relative_absolute_error
0.0637
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
0.160132
root_mean_squared_error
0.039359
root_mean_squared_error
0.092743
root_mean_squared_error
0.177338
root_mean_squared_error
0.054974
root_mean_squared_error
0.189204
root_mean_squared_error
0.009407
root_mean_squared_error
0.243937
root_mean_squared_error
0.207409
root_mean_squared_error
0.062128
root_relative_squared_error
0.339692
root_relative_squared_error
0.083493
root_relative_squared_error
0.196738
root_relative_squared_error
0.376192
root_relative_squared_error
0.116617
root_relative_squared_error
0.401363
root_relative_squared_error
0.019955
root_relative_squared_error
0.517468
root_relative_squared_error
0.439981
root_relative_squared_error
0.131793
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