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Run
176325

Run 176325

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9236
Per class
F measure
0.9422
Per class
Kappa
0.7568
KB relative information score
294.6262
Mean absolute error
0.0828
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9438
Per class
Predictive accuracy
0.9411
Prior entropy
0.5744
Recall
0.9411
Per class
Relative absolute error
0.3532
Root mean prior squared error
0.3414
Root mean squared error
0.2156
Root relative squared error
0.6314
SciMark benchmark
1465.2979