432774
2
Joaquin Vanschoren
271
Supervised Classification
predictive_accuracy
1196
weka.RotationForest_PrincipalComponents_J48(14)
2064
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 40 -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
40
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
1512254
description
https://api.openml.org/data/download/1512254/weka_generated_run1346376308477464581.xml
-1
1512257
model_readable
https://api.openml.org/data/download/1512257/WekaModel_weka.classifiers.meta.RotationForest4523569865808845733.model
-1
1512256
model_serialized
https://api.openml.org/data/download/1512256/WekaSerialized_weka.classifiers.meta.RotationForest556597041025363225.model
-1
1512255
predictions
https://api.openml.org/data/download/1512255/weka_generated_predictions2204892789382828302.arff
area_under_roc_curve
0.997256 [1,1,1,1,1,1,1,0.997412,1,1,1,1,0.998605,0.994701,0.988376,1,1,1,1]
average_cost
0
f_measure
0.932015 [1,1,1,1,1,1,1,0.906667,1,1,1,1,0.75,0.875,0.813559,1,1,1,1]
kappa
0.926131
kb_relative_information_score
206.228744
mean_absolute_error
0.011615
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
0.936172 [1,1,1,1,1,1,1,0.894737,1,1,1,1,1,0.823529,0.827586,1,1,1,1]
predictive_accuracy
0.933333
prior_entropy
3.857248
recall
0.933333 [1,1,1,1,1,1,1,0.918919,1,1,1,1,0.6,0.933333,0.8,1,1,1,1]
relative_absolute_error
0.121204
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.068405
root_relative_squared_error
0.313125
scimark_benchmark
935.021334 [547.9863625261552, 1009.4054313942349, 480.6364546036713, 903.3218624385571, 1733.7565612664832]
total_cost
0
usercpu_time_millis
4970
usercpu_time_millis_testing
2150
usercpu_time_millis_training
2820
area_under_roc_curve
0.997256 [1,1,1,1,1,1,1,0.997412,1,1,1,1,0.998605,0.994701,0.988376,1,1,1,1]
average_cost
0
f_measure
0.932015 [1,1,1,1,1,1,1,0.906667,1,1,1,1,0.75,0.875,0.813559,1,1,1,1]
kappa
0.926131
kb_relative_information_score
206.228744
mean_absolute_error
0.011615
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
0.936172 [1,1,1,1,1,1,1,0.894737,1,1,1,1,1,0.823529,0.827586,1,1,1,1]
predictive_accuracy
0.933333
prior_entropy
3.857248
recall
0.933333 [1,1,1,1,1,1,1,0.918919,1,1,1,1,0.6,0.933333,0.8,1,1,1,1]
relative_absolute_error
0.121204
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.068405
root_relative_squared_error
0.313125
total_cost
0
usercpu_time_millis
2790
usercpu_time_millis_testing
780
usercpu_time_millis_training
2010