DEVELOPMENT... OpenML
Run
176098

Run 176098

Task 2122 (Supervised Classification) kropt 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
0.8497
Per class
F measure
0.4917
Per class
Kappa
0.4322
KB relative information score
4823.6385
Mean absolute error
0.0633
Mean prior absolute error
0.0995
Number of instances
9258
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4954
Per class
Predictive accuracy
0.4927
Prior entropy
3.5053
Recall
0.4927
Per class
Relative absolute error
0.6357
Root mean prior squared error
0.2231
Root mean squared error
0.1973
Root relative squared error
0.8844
SciMark benchmark
1384.4418
UserCPU time millis
16720
UserCPU time millis testing
2440
UserCPU time millis training
14280