DEVELOPMENT... OpenML
Run
26364

Run 26364

Task 30 (Supervised Classification) page-blocks Uploaded 08-10-2014 by Felicia West
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Flow

weka.J48(3)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(3)_C0.25
weka.J48(3)_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.

21 Evaluation measures

Area under ROC curve
0.9527
Per class
Build CPU time
0.1308
Build memory
154872666.1677
F measure
0.9696
Per class
Kappa
0.8412
KB relative information score
4232.2815
Mean absolute error
0.0159
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9694
Per class
Predictive accuracy
0.97
Prior entropy
0.6391
Recall
0.97
Per class
Relative absolute error
0.2088
Root mean prior squared error
0.1949
Root mean squared error
0.1038
Root relative squared error
0.533
SciMark benchmark
943.6315