DEVELOPMENT... OpenML
Run
187944

Run 187944

Task 4384 (Supervised Classification) chscase_vine2 Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(3)_F1
weka.A2DE(3)_M1.0

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
0.8237
Per class
F measure
0.7913
Per class
Kappa
0.578
KB relative information score
1976.3363
Mean absolute error
0.2992
Mean prior absolute error
0.4956
Number of instances
4680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7942
Per class
Predictive accuracy
0.7929
Prior entropy
0.9937
Recall
0.7929
Per class
Relative absolute error
0.6038
Root mean prior squared error
0.4978
Root mean squared error
0.3924
Root relative squared error
0.7883
SciMark benchmark
1325.942