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Run
176228

Run 176228

Task 2956 (Supervised Classification) BNG(cmc) 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
0.6986
Per class
F measure
0.5441
Per class
Kappa
0.2951
KB relative information score
141740.0637
Mean absolute error
0.353
Mean prior absolute error
0.4307
Number of instances
552960
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5467
Per class
Predictive accuracy
0.543
Prior entropy
1.5387
Recall
0.543
Per class
Relative absolute error
0.8195
Root mean prior squared error
0.4641
Root mean squared error
0.451
Root relative squared error
0.9719
SciMark benchmark
1465.2979
UserCPU time millis
153310
UserCPU time millis testing
5320
UserCPU time millis training
147990