DEVELOPMENT... OpenML
Run
18930

Run 18930

Task 31 (Supervised Classification) credit-g Uploaded 11-06-2014 by Felicia West
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I40
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.7629
Per class
F measure
0.7334
Per class
Kappa
0.3429
KB relative information score
195.1179
Mean absolute error
0.3319
Mean prior absolute error
0.4202
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7335
Per class
Predictive accuracy
0.749
Prior entropy
0.8818
Recall
0.749
Per class
Relative absolute error
0.7901
Root mean prior squared error
0.4583
Root mean squared error
0.4152
Root relative squared error
0.906
SciMark benchmark
922.8046[554.2550781428532995.0710325327707463.8193509546625882.93705666990661717.9407057950139]