DEVELOPMENT... OpenML
Run
23062

Run 23062

Task 29 (Supervised Classification) credit-approval Uploaded 23-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I80
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9228
Per class
F measure
0.8668
Per class
Kappa
0.7306
KB relative information score
399.4056
Mean absolute error
0.2241
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.867
Per class
Predictive accuracy
0.8667
Prior entropy
0.9913
Recall
0.8667
Per class
Relative absolute error
0.4538
Root mean prior squared error
0.497
Root mean squared error
0.3233
Root relative squared error
0.6505
SciMark benchmark
942.2275[556.90953288490741010.4641127049078478.4945829226523905.8189190131481759.4501199261804]