DEVELOPMENT... OpenML
Run
187962

Run 187962

Task 4509 (Supervised Classification) lowbwt 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
0.8711
Per class
F measure
0.8178
Per class
Kappa
0.6351
KB relative information score
1028.9912
Mean absolute error
0.2404
Mean prior absolute error
0.4989
Number of instances
1890
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8231
Per class
Predictive accuracy
0.819
Prior entropy
0.9984
Recall
0.819
Per class
Relative absolute error
0.4818
Root mean prior squared error
0.4994
Root mean squared error
0.3539
Root relative squared error
0.7086
SciMark benchmark
1307.4861