OpenML
14134

Run 14134

Task 31 (Supervised Classification) credit-g Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.9
weka.J48(1)_M15

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
0.704
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
134.2882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3553
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.687
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.687
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4492
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9803
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
925.8542[563.0215016394978906.3758578050049479.5631016829642911.17140496421141769.1393263693276]