DEVELOPMENT... OpenML
Run
176860

Run 176860

Task 4349 (Supervised Classification) bodyfat 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
0.9953
Per class
F measure
0.9952
Per class
Kappa
0.9905
KB relative information score
2495.9843
Mean absolute error
0.0048
Mean prior absolute error
0.4999
Number of instances
2520
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9953
Per class
Predictive accuracy
0.9952
Prior entropy
0.9998
Recall
0.9952
Per class
Relative absolute error
0.0095
Root mean prior squared error
0.4999
Root mean squared error
0.069
Root relative squared error
0.138
SciMark benchmark
1330.0803