DEVELOPMENT... OpenML
Run
187835

Run 187835

Task 3827 (Supervised Classification) pasture 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
0.941
Per class
F measure
0.9174
Per class
Kappa
0.8163
KB relative information score
26.2279
Mean absolute error
0.1201
Mean prior absolute error
0.4474
Number of instances
36
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9197
Per class
Predictive accuracy
0.9167
Prior entropy
0.9268
Recall
0.9167
Per class
Relative absolute error
0.2684
Root mean prior squared error
0.4715
Root mean squared error
0.2913
Root relative squared error
0.6178
SciMark benchmark
1331.6907