DEVELOPMENT... OpenML
Run
170739

Run 170739

Task 4567 (Supervised Classification) audiology 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
0.9779
Per class
F measure
0.9586
Per class
Kappa
0.891
KB relative information score
1898.6098
Mean absolute error
0.0599
Mean prior absolute error
0.3783
Number of instances
2260
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9591
Per class
Predictive accuracy
0.9584
Prior entropy
0.8182
Recall
0.9584
Per class
Relative absolute error
0.1584
Root mean prior squared error
0.4343
Root mean squared error
0.1947
Root relative squared error
0.4483
SciMark benchmark
1418.5826