25483
2
Joaquin Vanschoren
59
Supervised Classification
predictive_accuracy
528
weka.Bagging_LWL_DecisionStump(2)
789
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 20 -W weka.classifiers.lazy.LWL -- -U 0 -K -1 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" -W weka.classifiers.trees.DecisionStump
I
20
528
P
100
528
S
1
528
W
weka.classifiers.lazy.LWL
528
num-slots
1
528
A
true
414
K
-1
414
U
0
414
W
weka.classifiers.trees.DecisionStump
414
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
51527
description
https://api.openml.org/data/download/51527/weka_generated_run871294783585480978.xml
-1
51530
model_readable
https://api.openml.org/data/download/51530/WekaModel_weka.classifiers.meta.Bagging6581850559075795193.model
-1
51529
model_serialized
https://api.openml.org/data/download/51529/WekaSerialized_weka.classifiers.meta.Bagging8001619633576783018.model
-1
51528
predictions
https://api.openml.org/data/download/51528/weka_generated_predictions4732570839342522853.arff
area_under_roc_curve
0.989533 [1,0.9862,0.9824]
average_cost
0
build_cpu_time
0.0016
build_memory
494012657.6
f_measure
0.946667 [1,0.92,0.92]
kappa
0.92
kb_relative_information_score
124.983694
mean_absolute_error
0.094665
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
0.946667 [1,0.92,0.92]
predictive_accuracy
0.946667
prior_entropy
1.584963
recall
0.946667 [1,0.92,0.92]
relative_absolute_error
0.212996
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.188342
root_relative_squared_error
0.399534
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
0.98 [1,0.98,0.96]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.966667 [1,0.96,0.94]
area_under_roc_curve
0.966667 [1,0.96,0.94]
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
0.001
build_cpu_time
0.002
build_cpu_time
0.002
build_cpu_time
0.002
build_cpu_time
0.001
build_cpu_time
0.002
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.002
build_cpu_time
0.002
build_memory
429597344
build_memory
443911152
build_memory
458228120
build_memory
472541928
build_memory
486856264
build_memory
501170072
build_memory
515483880
build_memory
529798232
build_memory
544112624
build_memory
558426960
f_measure
0.93266 [1,0.909091,0.888889]
f_measure
1 [1,1,1]
f_measure
0.93266 [1,0.888889,0.909091]
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
0.866667 [1,0.8,0.8]
f_measure
1 [1,1,1]
kappa
0.9
kappa
1
kappa
0.9
kappa
0.9
kappa
1
kappa
0.9
kappa
1
kappa
0.8
kappa
0.8
kappa
1
kb_relative_information_score
12.477467
kb_relative_information_score
13.272161
kb_relative_information_score
12.852456
kb_relative_information_score
12.36204
kb_relative_information_score
13.300062
kb_relative_information_score
11.505926
kb_relative_information_score
13.484896
kb_relative_information_score
11.325966
kb_relative_information_score
11.367305
kb_relative_information_score
13.035415
mean_absolute_error
0.093977
mean_absolute_error
0.072026
mean_absolute_error
0.083683
mean_absolute_error
0.096212
mean_absolute_error
0.071522
mean_absolute_error
0.129208
mean_absolute_error
0.064148
mean_absolute_error
0.129353
mean_absolute_error
0.126504
mean_absolute_error
0.080017
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
0.944444 [1,1,0.833333]
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
0.866667 [1,0.8,0.8]
precision
1 [1,1,1]
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.933333
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.866667
predictive_accuracy
0.866667
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
0.933333 [1,0.8,1]
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
0.866667 [1,0.8,0.8]
recall
1 [1,1,1]
relative_absolute_error
0.211448
relative_absolute_error
0.162059
relative_absolute_error
0.188286
relative_absolute_error
0.216478
relative_absolute_error
0.160923
relative_absolute_error
0.290717
relative_absolute_error
0.144334
relative_absolute_error
0.291045
relative_absolute_error
0.284635
relative_absolute_error
0.180038
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
0.179311
root_mean_squared_error
0.124559
root_mean_squared_error
0.15982
root_mean_squared_error
0.216406
root_mean_squared_error
0.124051
root_mean_squared_error
0.216369
root_mean_squared_error
0.118321
root_mean_squared_error
0.251879
root_mean_squared_error
0.272508
root_mean_squared_error
0.144145
root_relative_squared_error
0.380377
root_relative_squared_error
0.264229
root_relative_squared_error
0.339029
root_relative_squared_error
0.459067
root_relative_squared_error
0.263151
root_relative_squared_error
0.458988
root_relative_squared_error
0.250998
root_relative_squared_error
0.534315
root_relative_squared_error
0.578078
root_relative_squared_error
0.305779
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