DEVELOPMENT... OpenML
Run
187710

Run 187710

Task 1794 (Supervised Classification) page-blocks 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
0.9892
Per class
F measure
0.9679
Per class
Kappa
0.8308
KB relative information score
21251.1798
Mean absolute error
0.0151
Mean prior absolute error
0.0762
Number of instances
27365
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9677
Per class
Predictive accuracy
0.9681
Prior entropy
0.6391
Recall
0.9681
Per class
Relative absolute error
0.1985
Root mean prior squared error
0.1949
Root mean squared error
0.1007
Root relative squared error
0.5167
SciMark benchmark
1337.7959
UserCPU time millis
130
UserCPU time millis testing
100
UserCPU time millis training
30