356016
2
Joaquin Vanschoren
1799
Supervised Classification
predictive_accuracy
1079
weka.RandomForest(5)
1849
weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1
I
100
1079
K
0
1079
S
1
1079
num-slots
1
1079
weka
weka_3.7.12
35
dermatology
https://www.openml.org/data/download/35/dataset_35_dermatology.arff
-1
1228859
description
https://api.openml.org/data/download/1228859/weka_generated_run4549927604521504803.xml
-1
1228862
model_readable
https://api.openml.org/data/download/1228862/WekaModel_weka.classifiers.trees.RandomForest4300431386691126494.model
-1
1228861
model_serialized
https://api.openml.org/data/download/1228861/WekaSerialized_weka.classifiers.trees.RandomForest7792460487893188558.model
-1
1228860
predictions
https://api.openml.org/data/download/1228860/weka_generated_predictions3092838372183639141.arff
area_under_roc_curve
0.998031 [0.999986,0.991822,1,0.9956,0.999976,0.999838]
average_cost
0
f_measure
0.963141 [0.990274,0.904065,1,0.891667,0.994264,0.95288]
kappa
0.954078
kb_relative_information_score
1552.961109
mean_absolute_error
0.064756
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
0.963316 [0.980736,0.896774,1,0.910638,0.988593,1]
predictive_accuracy
0.963388
prior_entropy
2.437791
recall
0.963388 [1,0.911475,1,0.873469,1,0.91]
relative_absolute_error
0.243035
root_mean_prior_squared_error
0.364873
root_mean_squared_error
0.133932
root_relative_squared_error
0.367066
scimark_benchmark
1316.56679 [789.9640777605844, 987.4224701806577, 520.4759296470442, 1063.8961096609355, 3221.075364855067]
total_cost
0
usercpu_time_millis
60
usercpu_time_millis_testing
10
usercpu_time_millis_training
50
area_under_roc_curve
0.998341 [1,0.993464,1,0.995696,1,1]
area_under_roc_curve
0.998897 [1,0.994907,1,0.998166,1,1]
area_under_roc_curve
0.997354 [0.999719,0.98854,1,0.995283,1,1]
area_under_roc_curve
0.998457 [1,0.995861,1,0.993671,1,1]
area_under_roc_curve
0.997444 [1,0.987364,1,0.996456,1,1]
area_under_roc_curve
0.999217 [1,0.996392,1,0.99869,1,1]
area_under_roc_curve
0.997676 [1,0.991939,1,0.992658,1,1]
area_under_roc_curve
0.998479 [1,0.993464,1,0.996709,1,1]
area_under_roc_curve
0.998652 [1,0.994058,1,0.997904,0.999755,0.999422]
area_under_roc_curve
0.998478 [1,0.994058,1,0.996069,1,1]
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
0.944309 [0.982456,0.875,1,0.826087,1,0.888889]
f_measure
0.972455 [0.982456,0.935484,1,0.93617,1,0.947368]
f_measure
0.956291 [0.99115,0.877193,1,0.867925,1,0.947368]
f_measure
0.961422 [0.982456,0.9,1,0.897959,1,0.947368]
f_measure
0.966537 [0.982456,0.931034,1,0.941176,0.981132,0.888889]
f_measure
0.972478 [0.99115,0.918033,1,0.916667,1,1]
f_measure
0.967213 [1,0.9,1,0.88,1,1]
f_measure
0.967168 [0.99115,0.90625,1,0.913043,1,0.947368]
f_measure
0.955735 [1,0.892308,1,0.863636,0.962963,0.947368]
f_measure
0.967013 [1,0.90625,1,0.869565,1,1]
kappa
0.931317
kappa
0.965687
kappa
0.945236
kappa
0.951985
kappa
0.958835
kappa
0.965755
kappa
0.958962
kappa
0.958861
kappa
0.945179
kappa
0.958923
kb_relative_information_score
156.766739
kb_relative_information_score
153.154959
kb_relative_information_score
153.498867
kb_relative_information_score
156.925372
kb_relative_information_score
155.39312
kb_relative_information_score
156.673157
kb_relative_information_score
157.285572
kb_relative_information_score
155.076129
kb_relative_information_score
152.579296
kb_relative_information_score
155.607899
mean_absolute_error
0.061517
mean_absolute_error
0.069861
mean_absolute_error
0.067083
mean_absolute_error
0.060327
mean_absolute_error
0.064108
mean_absolute_error
0.063223
mean_absolute_error
0.06028
mean_absolute_error
0.066192
mean_absolute_error
0.070378
mean_absolute_error
0.064592
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
0.947508 [0.965517,0.823529,1,0.904762,1,1]
precision
0.972817 [0.965517,0.935484,1,0.956522,1,1]
precision
0.960982 [0.982456,0.961538,1,0.793103,1,1]
precision
0.96167 [0.965517,0.9,1,0.916667,1,1]
precision
0.967822 [0.965517,0.964286,1,0.923077,0.962963,1]
precision
0.972409 [0.982456,0.933333,1,0.916667,1,1]
precision
0.967213 [1,0.9,1,0.88,1,1]
precision
0.970523 [0.982456,0.852941,1,1,1,1]
precision
0.958383 [1,0.852941,1,0.95,0.928571,1]
precision
0.967544 [1,0.878788,1,0.909091,1,1]
predictive_accuracy
0.945355
predictive_accuracy
0.972678
predictive_accuracy
0.956284
predictive_accuracy
0.961749
predictive_accuracy
0.967213
predictive_accuracy
0.972678
predictive_accuracy
0.967213
predictive_accuracy
0.967213
predictive_accuracy
0.956284
predictive_accuracy
0.967213
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
0.945355 [1,0.933333,1,0.76,1,0.8]
recall
0.972678 [1,0.935484,1,0.916667,1,0.9]
recall
0.956284 [1,0.806452,1,0.958333,1,0.9]
recall
0.961749 [1,0.9,1,0.88,1,0.9]
recall
0.967213 [1,0.9,1,0.96,1,0.8]
recall
0.972678 [1,0.903226,1,0.916667,1,1]
recall
0.967213 [1,0.9,1,0.88,1,1]
recall
0.967213 [1,0.966667,1,0.84,1,0.9]
recall
0.956284 [1,0.935484,1,0.791667,1,0.9]
recall
0.967213 [1,0.935484,1,0.833333,1,1]
relative_absolute_error
0.230852
relative_absolute_error
0.262222
relative_absolute_error
0.251795
relative_absolute_error
0.226388
relative_absolute_error
0.240575
relative_absolute_error
0.237308
relative_absolute_error
0.226213
relative_absolute_error
0.248395
relative_absolute_error
0.264162
relative_absolute_error
0.242447
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
0.130734
root_mean_squared_error
0.138494
root_mean_squared_error
0.140815
root_mean_squared_error
0.129115
root_mean_squared_error
0.133454
root_mean_squared_error
0.126419
root_mean_squared_error
0.12849
root_mean_squared_error
0.133844
root_mean_squared_error
0.143527
root_mean_squared_error
0.133385
root_relative_squared_error
0.358259
root_relative_squared_error
0.379609
root_relative_squared_error
0.385972
root_relative_squared_error
0.353824
root_relative_squared_error
0.365714
root_relative_squared_error
0.346511
root_relative_squared_error
0.352112
root_relative_squared_error
0.366784
root_relative_squared_error
0.393405
root_relative_squared_error
0.365606
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
30
usercpu_time_millis
40
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
30