DEVELOPMENT... OpenML
Run
175903

Run 175903

Task 237 (Supervised Classification) audiology Uploaded 21-02-2015 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
0.8899
Per class
F measure
0.639
Per class
Kappa
0.6445
KB relative information score
48.7105
Mean absolute error
0.0265
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6151
Per class
Predictive accuracy
0.6892
Prior entropy
3.6349
Recall
0.6892
Per class
Relative absolute error
0.3602
Root mean prior squared error
0.1925
Root mean squared error
0.1445
Root relative squared error
0.7503
SciMark benchmark
1466.6185