DEVELOPMENT... OpenML
Run
169002

Run 169002

Task 29 (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
0.8791
Per class
F measure
0.8593
Per class
Kappa
0.7151
KB relative information score
432.7831
Mean absolute error
0.1967
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.8593
Per class
Predictive accuracy
0.8594
Prior entropy
0.9913
Recall
0.8594
Per class
Relative absolute error
0.3983
Root mean prior squared error
0.497
Root mean squared error
0.3381
Root relative squared error
0.6802
SciMark benchmark
977.6382
UserCPU time millis
10
UserCPU time millis training
10