DEVELOPMENT... OpenML
Run
187775

Run 187775

Task 3765 (Supervised Classification) sleuth_case2002 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
0.6287
Per class
F measure
0.6215
Per class
Kappa
0.2618
KB relative information score
20.3367
Mean absolute error
0.436
Mean prior absolute error
0.4982
Number of instances
147
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6436
Per class
Predictive accuracy
0.6259
Prior entropy
0.9974
Recall
0.6259
Per class
Relative absolute error
0.8753
Root mean prior squared error
0.4991
Root mean squared error
0.4922
Root relative squared error
0.9863
SciMark benchmark
1331.6907