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Run
177077

Run 177077

Task 4518 (Supervised Classification) arsenic-female-lung Uploaded 22-02-2015 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
0.5087
Per class
F measure
0.9516
Per class
Kappa
0.0574
KB relative information score
69.1602
Mean absolute error
0.0641
Mean prior absolute error
0.0672
Number of instances
5590
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9568
Per class
Predictive accuracy
0.9665
Prior entropy
0.222
Recall
0.9665
Per class
Relative absolute error
0.9537
Root mean prior squared error
0.1812
Root mean squared error
0.1799
Root relative squared error
0.9928
SciMark benchmark
1330.0803