DEVELOPMENT... OpenML
Run
187823

Run 187823

Task 3818 (Supervised Classification) tae 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
0.5967
Per class
F measure
0.7215
Per class
Kappa
0.3729
KB relative information score
21.5404
Mean absolute error
0.3959
Mean prior absolute error
0.4522
Number of instances
151
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7201
Per class
Predictive accuracy
0.7285
Prior entropy
0.9308
Recall
0.7285
Per class
Relative absolute error
0.8756
Root mean prior squared error
0.4752
Root mean squared error
0.4501
Root relative squared error
0.9473
SciMark benchmark
1331.6907