DEVELOPMENT... OpenML
Run
176099

Run 176099

Task 2142 (Supervised Classification) BNG(breast-w) 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
0.9957
Per class
F measure
0.9826
Per class
Kappa
0.9615
KB relative information score
37327.9993
Mean absolute error
0.0241
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9826
Per class
Predictive accuracy
0.9826
Prior entropy
0.9287
Recall
0.9826
Per class
Relative absolute error
0.0534
Root mean prior squared error
0.4751
Root mean squared error
0.1171
Root relative squared error
0.2465
SciMark benchmark
1358.4523
UserCPU time millis
1790
UserCPU time millis testing
40
UserCPU time millis training
1750