DEVELOPMENT... OpenML
Run
306

Run 306

Task 29 (Supervised Classification) credit-approval Uploaded 07-04-2014 by Jason
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Flow

weka.JRip(1)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(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
0.8789
Per class
F measure
0.8655
Per class
Kappa
0.7284
KB relative information score
410.8315
Mean absolute error
0.2176
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.8666
Per class
Predictive accuracy
0.8652
Prior entropy
0.9913
Recall
0.8652
Per class
Relative absolute error
0.4405
Root mean prior squared error
0.497
Root mean squared error
0.3397
Root relative squared error
0.6836
SciMark benchmark
2011.3656