319780
2
Joaquin Vanschoren
265
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
1088246
description
https://api.openml.org/data/download/1088246/weka_generated_run3583295337603156786.xml
-1
1088249
model_readable
https://api.openml.org/data/download/1088249/WekaModel_weka.classifiers.trees.RandomForest1250813673627219125.model
-1
1088248
model_serialized
https://api.openml.org/data/download/1088248/WekaSerialized_weka.classifiers.trees.RandomForest6163093315891532805.model
-1
1088247
predictions
https://api.openml.org/data/download/1088247/weka_generated_predictions4211536403144122466.arff
area_under_roc_curve
0.998616 [1,0.9945,1,0.995687,1,1]
average_cost
0
f_measure
0.966484 [0.987013,0.923077,1,0.888889,1,0.909091]
kappa
0.95775
kb_relative_information_score
103.403582
mean_absolute_error
0.054721
mean_prior_absolute_error
0.265315
number_of_instances
120 [38,20,26,13,17,6]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
precision
0.967632 [0.974359,0.947368,1,0.857143,1,1]
predictive_accuracy
0.966667
prior_entropy
2.437791
recall
0.966667 [1,0.9,1,0.923077,1,0.833333]
relative_absolute_error
0.20625
root_mean_prior_squared_error
0.363318
root_mean_squared_error
0.123634
root_relative_squared_error
0.340291
scimark_benchmark
1322.725729 [811.2746802934033, 1016.3264661877167, 540.1115719022386, 1119.79492109985, 3126.121006824248]
total_cost
0
usercpu_time_millis
40
usercpu_time_millis_testing
0
usercpu_time_millis_training
40
area_under_roc_curve
0.998616 [1,0.9945,1,0.995687,1,1]
average_cost
0
f_measure
0.966484 [0.987013,0.923077,1,0.888889,1,0.909091]
kappa
0.95775
kb_relative_information_score
103.403582
mean_absolute_error
0.054721
mean_prior_absolute_error
0.265315
number_of_instances
120 [38,20,26,13,17,6]
precision
0.967632 [0.974359,0.947368,1,0.857143,1,1]
predictive_accuracy
0.966667
prior_entropy
2.437791
recall
0.966667 [1,0.9,1,0.923077,1,0.833333]
relative_absolute_error
0.20625
root_mean_prior_squared_error
0.363318
root_mean_squared_error
0.123634
root_relative_squared_error
0.340291
total_cost
0
usercpu_time_millis
30
usercpu_time_millis_testing
0
usercpu_time_millis_training
30