DEVELOPMENT... OpenML
Run
104876

Run 104876

Task 3679 (Supervised Classification) chscase_vine2 Uploaded 08-12-2014 by Felicia West
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Flow

weka.A2DE(2)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(2)_F1
weka.A2DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.8264
Per class
Build CPU time
0.0008
Build memory
478764433.3333
F measure
0.7911
Per class
Kappa
0.5775
KB relative information score
199.5174
Mean absolute error
0.2968
Mean prior absolute error
0.4956
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.794
Per class
Predictive accuracy
0.7927
Prior entropy
0.9937
Recall
0.7927
Per class
Relative absolute error
0.5989
Root mean prior squared error
0.4978
Root mean squared error
0.3896
Root relative squared error
0.7827
SciMark benchmark
933.1799