DEVELOPMENT... OpenML
Run
8172

Run 8172

Task 29 (Supervised Classification) credit-approval Uploaded 22-05-2014 by Felicia West
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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)_C0.1
weka.J48(1)_M20

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
0.8858
Per class
F measure
0.855
Per class
Kappa
0.7064
KB relative information score
413.3305
Mean absolute error
0.2125
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
0.855
Per class
Predictive accuracy
0.8551
Prior entropy
0.9913
Recall
0.8551
Per class
Relative absolute error
0.4302
Root mean prior squared error
0.497
Root mean squared error
0.3353
Root relative squared error
0.6748
SciMark benchmark
917.634[563.021544968999866.4366132334353484.10363182779514908.32981910425011766.2785639901995]