DEVELOPMENT... OpenML
Run
169197

Run 169197

Task 1934 (Supervised Classification) hepatitis 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
0.6827
Per class
F measure
0.7732
Per class
Kappa
0.276
KB relative information score
240.8762
Mean absolute error
0.2523
Mean prior absolute error
0.3299
Number of instances
1550
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.7659
Per class
Predictive accuracy
0.7858
Prior entropy
0.7418
Recall
0.7858
Per class
Relative absolute error
0.7648
Root mean prior squared error
0.4048
Root mean squared error
0.4188
Root relative squared error
1.0347
SciMark benchmark
1028.5889