DEVELOPMENT... OpenML
Run
92065

Run 92065

Task 284 (Supervised Classification) hepatitis Uploaded 08-12-2014 by Felicia West
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Flow

weka.J48(13)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(13)_C0.25
weka.J48(13)_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
0.6245
Per class
Build CPU time
0.001
Build memory
615883064
F measure
0.7226
Per class
Kappa
0.2318
KB relative information score
8.9433
Mean absolute error
0.2742
Mean prior absolute error
0.3579
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7166
Per class
Predictive accuracy
0.7451
Prior entropy
0.7418
Recall
0.7451
Per class
Relative absolute error
0.7661
Root mean prior squared error
0.4381
Root mean squared error
0.4788
Root relative squared error
1.0929
SciMark benchmark
940.3415