429906
2
Joaquin Vanschoren
271
Supervised Classification
predictive_accuracy
1196
weka.RotationForest_PrincipalComponents_J48(14)
2062
weka.classifiers.meta.RotationForest -- -G 3 -H 3 -P 50 -F "weka.filters.unsupervised.attribute.PrincipalComponents -R 1.0 -A 5 -M -1" -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
C
0.25
1068
M
2
1068
R
1.0
1164
A
5
1164
M
-1
1164
G
3
1196
H
3
1196
P
50
1196
F
weka.filters.unsupervised.attribute.PrincipalComponents
1196
S
1
1196
num-slots
1
1196
I
10
1196
W
weka.classifiers.trees.J48
1196
weka
weka_3.7.12
42
soybean
https://www.openml.org/data/download/42/dataset_42_soybean.arff
-1
1501548
description
https://api.openml.org/data/download/1501548/weka_generated_run5987351909477920648.xml
-1
1501551
model_readable
https://api.openml.org/data/download/1501551/WekaModel_weka.classifiers.meta.RotationForest2921908083357640398.model
-1
1501550
model_serialized
https://api.openml.org/data/download/1501550/WekaSerialized_weka.classifiers.meta.RotationForest802476314245737139.model
-1
1501549
predictions
https://api.openml.org/data/download/1501549/weka_generated_predictions3605428706983791960.arff
area_under_roc_curve
0.995732 [1,1,1,1,1,1,1,0.996406,1,1,1,1,0.991628,0.99094,0.984274,1,1,1,1]
average_cost
0
f_measure
0.927055 [1,1,1,0.981818,1,1,1,0.909091,1,1,1,0.962963,0.75,0.875,0.807018,1,1,1,1]
kappa
0.92116
kb_relative_information_score
204.178791
mean_absolute_error
0.011673
mean_prior_absolute_error
0.095831
number_of_instances
225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.931876 [1,1,1,0.964286,1,1,1,0.875,1,1,1,1,1,0.823529,0.851852,1,1,1,1]
predictive_accuracy
0.928889
prior_entropy
3.857248
recall
0.928889 [1,1,1,1,1,1,1,0.945946,1,1,1,0.928571,0.6,0.933333,0.766667,1,1,1,1]
relative_absolute_error
0.121811
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.073934
root_relative_squared_error
0.338435
scimark_benchmark
936.718408 [554.7839091511904, 998.9398589912239, 480.2065271424506, 909.2750931850325, 1740.3866518216023]
total_cost
0
usercpu_time_millis
1160
usercpu_time_millis_testing
250
usercpu_time_millis_training
910
area_under_roc_curve
0.995732 [1,1,1,1,1,1,1,0.996406,1,1,1,1,0.991628,0.99094,0.984274,1,1,1,1]
average_cost
0
f_measure
0.927055 [1,1,1,0.981818,1,1,1,0.909091,1,1,1,0.962963,0.75,0.875,0.807018,1,1,1,1]
kappa
0.92116
kb_relative_information_score
204.178791
mean_absolute_error
0.011673
mean_prior_absolute_error
0.095831
number_of_instances
225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3]
precision
0.931876 [1,1,1,0.964286,1,1,1,0.875,1,1,1,1,1,0.823529,0.851852,1,1,1,1]
predictive_accuracy
0.928889
prior_entropy
3.857248
recall
0.928889 [1,1,1,1,1,1,1,0.945946,1,1,1,0.928571,0.6,0.933333,0.766667,1,1,1,1]
relative_absolute_error
0.121811
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.073934
root_relative_squared_error
0.338435
total_cost
0
usercpu_time_millis
650
usercpu_time_millis_testing
90
usercpu_time_millis_training
560