DEVELOPMENT... OpenML
Run
187927

Run 187927

Task 4297 (Supervised Classification) fri_c2_100_5 Uploaded 25-02-2015 by Jason
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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
0.7155
Per class
F measure
0.7493
Per class
Kappa
0.4741
KB relative information score
372.478
Mean absolute error
0.3116
Mean prior absolute error
0.4804
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.7494
Per class
Predictive accuracy
0.752
Prior entropy
0.9721
Recall
0.752
Per class
Relative absolute error
0.6487
Root mean prior squared error
0.4899
Root mean squared error
0.4308
Root relative squared error
0.8793
SciMark benchmark
1028.5889