DEVELOPMENT... OpenML
Run
169060

Run 169060

Task 259 (Supervised Classification) credit-approval Uploaded 20-02-2015 by Jason
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Flow

weka.J48(28)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(28)_C0.25
weka.J48(28)_M2

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.9122
Per class
F measure
0.8811
Per class
Kappa
0.7622
KB relative information score
149.2193
Mean absolute error
0.1893
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.882
Per class
Predictive accuracy
0.8811
Prior entropy
0.9913
Recall
0.8811
Per class
Relative absolute error
0.3803
Root mean prior squared error
0.5008
Root mean squared error
0.3173
Root relative squared error
0.6335
SciMark benchmark
977.6382
UserCPU time millis
10
UserCPU time millis training
10