DEVELOPMENT... OpenML
Run
26424

Run 26424

Task 54 (Supervised Classification) hepatitis 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
0.6588
Per class
Build CPU time
0.0025
Build memory
34380852.9548
F measure
0.7649
Per class
Kappa
0.2744
KB relative information score
14.6616
Mean absolute error
0.2654
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7624
Per class
Predictive accuracy
0.7677
Prior entropy
0.7418
Recall
0.7677
Per class
Relative absolute error
0.8046
Root mean prior squared error
0.4048
Root mean squared error
0.4366
Root relative squared error
1.0785
SciMark benchmark
945.9857