232429
2
Joaquin Vanschoren
3520
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
385
tr31.wc
https://www.openml.org/data/download/52497/tr31.wc.arff
-1
774495
description
https://api.openml.org/data/download/774495/weka_generated_run8846878285290265905.xml
-1
774498
model_readable
https://api.openml.org/data/download/774498/WekaModel_weka.classifiers.meta.RandomSubSpace5444987403111420857.model
-1
774497
model_serialized
https://api.openml.org/data/download/774497/WekaSerialized_weka.classifiers.meta.RandomSubSpace875455953059238376.model
-1
774496
predictions
https://api.openml.org/data/download/774496/weka_generated_predictions6886085866953273600.arff
area_under_roc_curve
0.997933 [0.999224,0.999798,0.999206,0.999474,0.996759,0.999669,0.636486]
average_cost
0
f_measure
0.963006 [0.979021,0.958678,0.950495,0.864865,0.962801,0.968037,0]
kappa
0.952232
kb_relative_information_score
797.726171
mean_absolute_error
0.044454
mean_prior_absolute_error
0.21447
number_of_instances
927 [352,63,151,21,227,111,2]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.962806 [0.964187,1,0.947368,1,0.956522,0.981481,0]
predictive_accuracy
0.964401
prior_entropy
2.239341
recall
0.964401 [0.994318,0.920635,0.953642,0.761905,0.969163,0.954955,0]
relative_absolute_error
0.207274
root_mean_prior_squared_error
0.327293
root_mean_squared_error
0.105183
root_relative_squared_error
0.321372
scimark_benchmark
899.504233 [558.1570048, 1003.3611493991252, 481.28276544297296, 913.7120322394417, 1541.0082122101073]
total_cost
0
usercpu_time_millis
236100
usercpu_time_millis_testing
6740
usercpu_time_millis_training
229360
area_under_roc_curve
0.997523 [0.999513,1,0.999145,1,0.991304,1,0.0]
area_under_roc_curve
0.999876 [1,0.998084,1,1,1,1,0.0]
area_under_roc_curve
0.998925 [1,1,1,1,0.995652,1,0.0]
area_under_roc_curve
0.99794 [0.999015,1,1,1,0.993168,1,0.0]
area_under_roc_curve
0.998176 [0.998522,1,0.996581,1,0.998079,0.997783,0.0]
area_under_roc_curve
0.995756 [0.999015,1,0.999145,1,0.993598,1,0.793478]
area_under_roc_curve
0.994114 [0.999507,1,1,1,0.996159,1,0.554348]
area_under_roc_curve
0.999866 [1,1,1,1,1,0.998878,0.0]
area_under_roc_curve
0.998047 [0.997494,1,0.998268,1,0.99874,0.996633,0.0]
area_under_roc_curve
0.999527 [1,1,1,1,0.99811,1,0.0]
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
average_cost
0
f_measure
0.966023 [0.986301,1,0.933333,0.666667,0.956522,1,0]
f_measure
0.956003 [0.986301,0.8,0.909091,1,0.977778,0.952381,0]
f_measure
0.978185 [0.972222,0.909091,1,1,0.977778,1,0]
f_measure
0.967372 [0.972222,0.909091,0.967742,1,0.977778,0.956522,0]
f_measure
0.945044 [0.957746,1,0.896552,0.8,0.956522,0.952381,0]
f_measure
0.962614 [0.985915,1,0.965517,1,0.933333,1,0]
f_measure
0.930819 [0.958904,1,0.965517,0,0.954545,0.956522,0]
f_measure
0.965356 [0.985915,0.909091,1,0.666667,0.958333,0.952381,0]
f_measure
0.956969 [0.985507,1,0.903226,1,0.956522,0.909091,0]
f_measure
0.989059 [1,1,0.965517,1,0.978723,1,0]
kappa
0.956433
kappa
0.941902
kappa
0.971105
kappa
0.95669
kappa
0.928307
kappa
0.95707
kappa
0.92784
kappa
0.955925
kappa
0.941992
kappa
0.985434
kb_relative_information_score
79.933596
kb_relative_information_score
80.586196
kb_relative_information_score
79.714824
kb_relative_information_score
80.384841
kb_relative_information_score
79.061378
kb_relative_information_score
80.363949
kb_relative_information_score
79.191702
kb_relative_information_score
79.401514
kb_relative_information_score
79.557204
kb_relative_information_score
79.530968
mean_absolute_error
0.042236
mean_absolute_error
0.039808
mean_absolute_error
0.046472
mean_absolute_error
0.043704
mean_absolute_error
0.054238
mean_absolute_error
0.044543
mean_absolute_error
0.045384
mean_absolute_error
0.04175
mean_absolute_error
0.042324
mean_absolute_error
0.044025
mean_prior_absolute_error
0.213705
mean_prior_absolute_error
0.213705
mean_prior_absolute_error
0.214366
mean_prior_absolute_error
0.214498
mean_prior_absolute_error
0.215333
mean_prior_absolute_error
0.215396
mean_prior_absolute_error
0.215396
mean_prior_absolute_error
0.214096
mean_prior_absolute_error
0.214096
mean_prior_absolute_error
0.214096
number_of_instances
93 [36,6,15,2,23,11,0]
number_of_instances
93 [36,6,15,2,23,11,0]
number_of_instances
93 [35,6,16,2,23,11,0]
number_of_instances
93 [35,6,15,2,23,12,0]
number_of_instances
93 [35,7,15,3,22,11,0]
number_of_instances
93 [35,7,15,2,22,11,1]
number_of_instances
93 [35,7,15,2,22,11,1]
number_of_instances
92 [35,6,15,2,23,11,0]
number_of_instances
92 [35,6,15,2,23,11,0]
number_of_instances
92 [35,6,15,2,23,11,0]
precision
0.968033 [0.972973,1,0.933333,1,0.956522,1,0]
precision
0.962656 [0.972973,1,0.833333,1,1,1,0]
precision
0.979657 [0.945946,1,1,1,1,1,0]
precision
0.969576 [0.945946,1,0.9375,1,1,1,0]
precision
0.947858 [0.944444,1,0.928571,1,0.916667,1,0]
precision
0.958223 [0.972222,1,1,1,0.913043,1,0]
precision
0.917421 [0.921053,1,1,0,0.954545,0.916667,0]
precision
0.969432 [0.972222,1,1,1,0.92,1,0]
precision
0.95788 [1,1,0.875,1,0.956522,0.909091,0]
precision
0.989583 [1,1,1,1,0.958333,1,0]
predictive_accuracy
0.967742
predictive_accuracy
0.956989
predictive_accuracy
0.978495
predictive_accuracy
0.967742
predictive_accuracy
0.946237
predictive_accuracy
0.967742
predictive_accuracy
0.946237
predictive_accuracy
0.967391
predictive_accuracy
0.956522
predictive_accuracy
0.98913
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
recall
0.967742 [1,1,0.933333,0.5,0.956522,1,0]
recall
0.956989 [1,0.666667,1,1,0.956522,0.909091,0]
recall
0.978495 [1,0.833333,1,1,0.956522,1,0]
recall
0.967742 [1,0.833333,1,1,0.956522,0.916667,0]
recall
0.946237 [0.971429,1,0.866667,0.666667,1,0.909091,0]
recall
0.967742 [1,1,0.933333,1,0.954545,1,0]
recall
0.946237 [1,1,0.933333,0,0.954545,1,0]
recall
0.967391 [1,0.833333,1,0.5,1,0.909091,0]
recall
0.956522 [0.971429,1,0.933333,1,0.956522,0.909091,0]
recall
0.98913 [1,1,0.933333,1,1,1,0]
relative_absolute_error
0.197636
relative_absolute_error
0.186276
relative_absolute_error
0.216789
relative_absolute_error
0.203752
relative_absolute_error
0.25188
relative_absolute_error
0.206794
relative_absolute_error
0.210699
relative_absolute_error
0.195004
relative_absolute_error
0.197685
relative_absolute_error
0.205632
root_mean_prior_squared_error
0.326123
root_mean_prior_squared_error
0.326123
root_mean_prior_squared_error
0.327135
root_mean_prior_squared_error
0.327336
root_mean_prior_squared_error
0.32861
root_mean_prior_squared_error
0.328705
root_mean_prior_squared_error
0.328705
root_mean_prior_squared_error
0.326722
root_mean_prior_squared_error
0.326722
root_mean_prior_squared_error
0.326722
root_mean_squared_error
0.102401
root_mean_squared_error
0.100407
root_mean_squared_error
0.104436
root_mean_squared_error
0.103432
root_mean_squared_error
0.12213
root_mean_squared_error
0.109146
root_mean_squared_error
0.113971
root_mean_squared_error
0.097287
root_mean_squared_error
0.098548
root_mean_squared_error
0.097048
root_relative_squared_error
0.313996
root_relative_squared_error
0.30788
root_relative_squared_error
0.319245
root_relative_squared_error
0.315981
root_relative_squared_error
0.371657
root_relative_squared_error
0.332048
root_relative_squared_error
0.346728
root_relative_squared_error
0.297766
root_relative_squared_error
0.301625
root_relative_squared_error
0.297036
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
204430
usercpu_time_millis
196330
usercpu_time_millis
209870
usercpu_time_millis
207540
usercpu_time_millis
206290
usercpu_time_millis
205540
usercpu_time_millis
211220
usercpu_time_millis
212210
usercpu_time_millis
210130
usercpu_time_millis
209390
usercpu_time_millis_testing
710
usercpu_time_millis_testing
690
usercpu_time_millis_testing
720
usercpu_time_millis_testing
680
usercpu_time_millis_testing
670
usercpu_time_millis_testing
690
usercpu_time_millis_testing
660
usercpu_time_millis_testing
660
usercpu_time_millis_testing
670
usercpu_time_millis_testing
640
usercpu_time_millis_training
203720
usercpu_time_millis_training
195640
usercpu_time_millis_training
209150
usercpu_time_millis_training
206860
usercpu_time_millis_training
205620
usercpu_time_millis_training
204850
usercpu_time_millis_training
210560
usercpu_time_millis_training
211550
usercpu_time_millis_training
209460
usercpu_time_millis_training
208750