DEVELOPMENT... OpenML
Run
105011

Run 105011

Task 3836 (Supervised Classification) wine 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
0.9995
Per class
Build CPU time
0.0015
Build memory
435404407.3708
F measure
0.9887
Per class
Kappa
0.9765
KB relative information score
168.5151
Mean absolute error
0.028
Mean prior absolute error
0.4798
Number of instances
178
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.989
Per class
Predictive accuracy
0.9888
Prior entropy
0.971
Recall
0.9888
Per class
Relative absolute error
0.0585
Root mean prior squared error
0.4897
Root mean squared error
0.1102
Root relative squared error
0.225
SciMark benchmark
932.1837