DEVELOPMENT... OpenML
Run
187951

Run 187951

Task 4424 (Supervised Classification) fishcatch 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
0.9722
Per class
F measure
0.9372
Per class
Kappa
0.8708
KB relative information score
1318.7739
Mean absolute error
0.081
Mean prior absolute error
0.4797
Number of instances
1580
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9425
Per class
Predictive accuracy
0.9367
Prior entropy
0.971
Recall
0.9367
Per class
Relative absolute error
0.1689
Root mean prior squared error
0.4896
Root mean squared error
0.2282
Root relative squared error
0.4661
SciMark benchmark
1372.2145