DEVELOPMENT... OpenML
Run
170794

Run 170794

Task 4620 (Supervised Classification) kc3 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
0.6361
Per class
F measure
0.8804
Per class
Kappa
0.2471
KB relative information score
31.1054
Mean absolute error
0.1357
Mean prior absolute error
0.1716
Number of instances
4580
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8736
Per class
Predictive accuracy
0.8895
Prior entropy
0.4551
Recall
0.8895
Per class
Relative absolute error
0.7908
Root mean prior squared error
0.2917
Root mean squared error
0.3193
Root relative squared error
1.0948
SciMark benchmark
1351.788
UserCPU time millis
20
UserCPU time millis training
20