273402
2
Joaquin Vanschoren
271
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
42
soybean
https://www.openml.org/data/download/42/dataset_42_soybean.arff
-1
915959
description
https://api.openml.org/data/download/915959/weka_generated_run5291629603871699848.xml
-1
915962
model_readable
https://api.openml.org/data/download/915962/WekaModel_weka.classifiers.meta.RandomSubSpace4183132778817948173.model
-1
915961
model_serialized
https://api.openml.org/data/download/915961/WekaSerialized_weka.classifiers.meta.RandomSubSpace8221802105893194819.model
-1
915960
predictions
https://api.openml.org/data/download/915960/weka_generated_predictions6164281257089749828.arff
area_under_roc_curve
0.995254 [1,1,1,1,1,1,1,0.99425,1,1,1,1,0.978605,0.994957,0.984872,1,1,0.986547,0.996997]
average_cost
0
f_measure
0.859038 [1,1,1,0.931034,1,1,0.8,0.875,1,1,1,0.928571,0.181818,0.861538,0.745763,1,1,0.666667,0]
kappa
0.866278
kb_relative_information_score
170.808988
mean_absolute_error
0.040826
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
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.877293 [1,1,1,0.870968,1,1,1,0.813953,1,1,1,0.928571,1,0.8,0.758621,1,1,1,0]
predictive_accuracy
0.88
prior_entropy
3.857248
recall
0.88 [1,1,1,1,1,1,0.666667,0.945946,1,1,1,0.928571,0.1,0.933333,0.733333,1,1,0.5,0]
relative_absolute_error
0.426021
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.113717
root_relative_squared_error
0.52054
scimark_benchmark
1314.038281 [812.0300923888153, 962.9959835078248, 525.3140269530228, 1069.53887046995, 3200.3124303651975]
total_cost
0
usercpu_time_millis
150
usercpu_time_millis_testing
10
usercpu_time_millis_training
140
area_under_roc_curve
0.995254 [1,1,1,1,1,1,1,0.99425,1,1,1,1,0.978605,0.994957,0.984872,1,1,0.986547,0.996997]
average_cost
0
f_measure
0.859038 [1,1,1,0.931034,1,1,0.8,0.875,1,1,1,0.928571,0.181818,0.861538,0.745763,1,1,0.666667,0]
kappa
0.866278
kb_relative_information_score
170.808988
mean_absolute_error
0.040826
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
0.877293 [1,1,1,0.870968,1,1,1,0.813953,1,1,1,0.928571,1,0.8,0.758621,1,1,1,0]
predictive_accuracy
0.88
prior_entropy
3.857248
recall
0.88 [1,1,1,1,1,1,0.666667,0.945946,1,1,1,0.928571,0.1,0.933333,0.733333,1,1,0.5,0]
relative_absolute_error
0.426021
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.113717
root_relative_squared_error
0.52054
total_cost
0
usercpu_time_millis
80
usercpu_time_millis_testing
0
usercpu_time_millis_training
80