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Run
176059

Run 176059

Task 1932 (Supervised Classification) heart-statlog 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
0.7753
Per class
F measure
0.7786
Per class
Kappa
0.5518
KB relative information score
1414.8881
Mean absolute error
0.2378
Mean prior absolute error
0.4939
Number of instances
2700
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7787
Per class
Predictive accuracy
0.7785
Prior entropy
0.9912
Recall
0.7785
Per class
Relative absolute error
0.4814
Root mean prior squared error
0.4969
Root mean squared error
0.4533
Root relative squared error
0.9122
SciMark benchmark
1358.4523