DEVELOPMENT... OpenML
Run
175962

Run 175962

Task 1773 (Supervised Classification) autos 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
0.8142
Per class
F measure
0.6369
Per class
Kappa
0.5263
KB relative information score
539.2656
Mean absolute error
0.1197
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6412
Per class
Predictive accuracy
0.6351
Prior entropy
2.3268
Recall
0.6351
Per class
Relative absolute error
0.5417
Root mean prior squared error
0.3318
Root mean squared error
0.2935
Root relative squared error
0.8847
SciMark benchmark
1384.4418
UserCPU time millis
10
UserCPU time millis training
10