231768
2
Joaquin Vanschoren
1799
Supervised Classification
predictive_accuracy
1194
weka.RandomSubSpace_REPTree(4)
2053
weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
M
2
1077
V
0.001
1077
N
3
1077
S
1
1077
L
-1
1077
I
0.0
1077
P
0.5
1194
S
1
1194
num-slots
1
1194
I
20
1194
W
weka.classifiers.trees.REPTree
1194
weka
weka_3.7.12
35
dermatology
https://www.openml.org/data/download/35/dataset_35_dermatology.arff
-1
771866
description
https://api.openml.org/data/download/771866/weka_generated_run862170198362036709.xml
-1
771869
model_readable
https://api.openml.org/data/download/771869/WekaModel_weka.classifiers.meta.RandomSubSpace4557768339500172232.model
-1
771868
model_serialized
https://api.openml.org/data/download/771868/WekaSerialized_weka.classifiers.meta.RandomSubSpace2040520760732005411.model
-1
771867
predictions
https://api.openml.org/data/download/771867/weka_generated_predictions8287301497095608855.arff
area_under_roc_curve
0.997164 [0.999748,0.9882,0.999969,0.996018,0.999076,0.997769]
average_cost
0
f_measure
0.950429 [0.981595,0.888179,0.993084,0.900433,0.957364,0.916667]
kappa
0.938223
kb_relative_information_score
1512.759794
mean_absolute_error
0.072442
mean_prior_absolute_error
0.266447
number_of_instances
1830 [560,305,360,245,260,100]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.951522 [0.963855,0.866044,0.988981,0.958525,0.964844,0.956522]
predictive_accuracy
0.95082
prior_entropy
2.437791
recall
0.95082 [1,0.911475,0.997222,0.84898,0.95,0.88]
relative_absolute_error
0.271881
root_mean_prior_squared_error
0.364873
root_mean_squared_error
0.146482
root_relative_squared_error
0.401461
scimark_benchmark
1345.837301 [810.8975459972236, 972.9639104781785, 524.8004995102859, 1066.9271394729271, 3353.5974114247274]
total_cost
0
usercpu_time_millis
30
usercpu_time_millis_testing
0
usercpu_time_millis_training
30
area_under_roc_curve
0.997179 [1,0.989107,1,0.993924,0.998775,0.999422]
area_under_roc_curve
0.996582 [0.999719,0.986842,1,0.997379,0.9951,0.998844]
area_under_roc_curve
0.997348 [0.999438,0.991087,1,0.997904,0.99755,0.993642]
area_under_roc_curve
0.996353 [1,0.98573,1,0.992532,0.999755,0.995376]
area_under_roc_curve
0.994848 [1,0.976035,1,0.995443,0.99755,0.995376]
area_under_roc_curve
0.998065 [1,0.989389,1,0.998952,1,1]
area_under_roc_curve
0.998068 [1,0.993682,1,0.994177,0.99951,0.999422]
area_under_roc_curve
0.996602 [0.998172,0.984967,1,0.997722,1,0.998844]
area_under_roc_curve
0.999189 [0.999438,0.997666,1,1,0.998285,1]
area_under_roc_curve
0.998437 [1,0.993209,1,0.996855,1,1]
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
f_measure
0.938818 [0.973913,0.861538,1,0.818182,0.980392,0.947368]
f_measure
0.93937 [0.957265,0.888889,1,0.913043,0.938776,0.842105]
f_measure
0.938472 [0.965517,0.877193,0.986301,0.92,0.941176,0.842105]
f_measure
0.955685 [0.982456,0.881356,1,0.897959,0.981132,0.947368]
f_measure
0.929703 [1,0.819672,0.986301,0.93617,0.836364,0.888889]
f_measure
0.972612 [0.982456,0.935484,1,0.956522,0.980392,0.952381]
f_measure
0.955297 [0.99115,0.90625,0.986301,0.888889,0.981132,0.888889]
f_measure
0.945606 [0.982456,0.861538,1,0.888889,0.96,0.9]
f_measure
0.977774 [0.99115,0.96875,0.986301,0.933333,0.980392,1]
f_measure
0.950711 [0.99115,0.878788,0.985915,0.844444,1,0.947368]
kappa
0.924392
kappa
0.924235
kappa
0.9244
kappa
0.945134
kappa
0.910922
kappa
0.965725
kappa
0.945092
kappa
0.931386
kappa
0.972572
kappa
0.938273
kb_relative_information_score
149.484256
kb_relative_information_score
149.566669
kb_relative_information_score
149.897067
kb_relative_information_score
148.653912
kb_relative_information_score
149.06461
kb_relative_information_score
154.202107
kb_relative_information_score
154.032977
kb_relative_information_score
151.562897
kb_relative_information_score
154.927506
kb_relative_information_score
151.367793
mean_absolute_error
0.076483
mean_absolute_error
0.074237
mean_absolute_error
0.074061
mean_absolute_error
0.076487
mean_absolute_error
0.075078
mean_absolute_error
0.067796
mean_absolute_error
0.0671
mean_absolute_error
0.072391
mean_absolute_error
0.067136
mean_absolute_error
0.07365
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266418
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,31,36,24,26,10]
precision
0.944463 [0.949153,0.8,1,0.947368,1,1]
precision
0.941709 [0.918033,0.875,1,0.954545,1,0.888889]
precision
0.94088 [0.933333,0.961538,0.972973,0.884615,0.96,0.888889]
precision
0.955843 [0.965517,0.896552,1,0.916667,0.962963,1]
precision
0.933559 [1,0.806452,0.972973,1,0.793103,1]
precision
0.973551 [0.965517,0.935484,1,1,1,0.909091]
precision
0.959944 [0.982456,0.852941,0.972973,1,0.962963,1]
precision
0.951197 [0.965517,0.8,1,1,1,0.9]
precision
0.979048 [0.982456,0.939394,0.972973,1,1,1]
precision
0.953101 [0.982456,0.828571,1,0.904762,1,1]
predictive_accuracy
0.939891
predictive_accuracy
0.939891
predictive_accuracy
0.939891
predictive_accuracy
0.956284
predictive_accuracy
0.928962
predictive_accuracy
0.972678
predictive_accuracy
0.956284
predictive_accuracy
0.945355
predictive_accuracy
0.978142
predictive_accuracy
0.95082
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
recall
0.939891 [1,0.933333,1,0.72,0.961538,0.9]
recall
0.939891 [1,0.903226,1,0.875,0.884615,0.8]
recall
0.939891 [1,0.806452,1,0.958333,0.923077,0.8]
recall
0.956284 [1,0.866667,1,0.88,1,0.9]
recall
0.928962 [1,0.833333,1,0.88,0.884615,0.8]
recall
0.972678 [1,0.935484,1,0.916667,0.961538,1]
recall
0.956284 [1,0.966667,1,0.8,1,0.8]
recall
0.945355 [1,0.933333,1,0.8,0.923077,0.9]
recall
0.978142 [1,1,1,0.875,0.961538,1]
recall
0.95082 [1,0.935484,0.972222,0.791667,1,0.9]
relative_absolute_error
0.287017
relative_absolute_error
0.278647
relative_absolute_error
0.277989
relative_absolute_error
0.28703
relative_absolute_error
0.281745
relative_absolute_error
0.254474
relative_absolute_error
0.251805
relative_absolute_error
0.271661
relative_absolute_error
0.251994
relative_absolute_error
0.276447
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364833
root_mean_squared_error
0.150595
root_mean_squared_error
0.152873
root_mean_squared_error
0.151391
root_mean_squared_error
0.155224
root_mean_squared_error
0.152537
root_mean_squared_error
0.136437
root_mean_squared_error
0.13848
root_mean_squared_error
0.146799
root_mean_squared_error
0.133187
root_mean_squared_error
0.145465
root_relative_squared_error
0.412688
root_relative_squared_error
0.419023
root_relative_squared_error
0.41496
root_relative_squared_error
0.425371
root_relative_squared_error
0.418008
root_relative_squared_error
0.37397
root_relative_squared_error
0.379486
root_relative_squared_error
0.402283
root_relative_squared_error
0.365064
root_relative_squared_error
0.398718
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
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
20
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
20