DEVELOPMENT... OpenML
Run
169173

Run 169173

Task 1909 (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
0.8787
Per class
F measure
0.8567
Per class
Kappa
0.7098
KB relative information score
4325.3944
Mean absolute error
0.1963
Mean prior absolute error
0.494
Number of instances
6900
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.8567
Per class
Predictive accuracy
0.8568
Prior entropy
0.9913
Recall
0.8568
Per class
Relative absolute error
0.3975
Root mean prior squared error
0.497
Root mean squared error
0.3402
Root relative squared error
0.6846
SciMark benchmark
1028.5889