DEVELOPMENT... OpenML
Run
187943

Run 187943

Task 4378 (Supervised Classification) fri_c0_100_10 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
0.5317
Per class
F measure
0.5207
Per class
Kappa
0.0313
KB relative information score
24.9143
Mean absolute error
0.4814
Mean prior absolute error
0.4951
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5205
Per class
Predictive accuracy
0.521
Prior entropy
0.9931
Recall
0.521
Per class
Relative absolute error
0.9723
Root mean prior squared error
0.4975
Root mean squared error
0.539
Root relative squared error
1.0834
SciMark benchmark
1372.2145

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