DEVELOPMENT... OpenML
Run
177277

Run 177277

Task 4567 (Supervised Classification) audiology Uploaded 23-02-2015 by Jason
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Flow

weka.PART(3)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(3)_C0.25
weka.PART(3)_M2
weka.PART(3)_Q1

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
0.9772
Per class
F measure
0.9633
Per class
Kappa
0.9029
KB relative information score
1932.9524
Mean absolute error
0.0546
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
0.9634
Per class
Predictive accuracy
0.9633
Prior entropy
0.8182
Recall
0.9633
Per class
Relative absolute error
0.1443
Root mean prior squared error
0.4343
Root mean squared error
0.1843
Root relative squared error
0.4244
SciMark benchmark
1330.0803