DEVELOPMENT... OpenML
Run
104842

Run 104842

Task 3640 (Supervised Classification) disclosure_x_bias Uploaded 08-12-2014 by Felicia West
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Flow

weka.A2DE(2)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(2)_F1
weka.A2DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.4931
Per class
Build CPU time
0.0009
Build memory
2015151352.6767
F measure
0.3571
Per class
KB relative information score
-0.0184
Mean absolute error
0.4991
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2716
Per class
Predictive accuracy
0.5211
Prior entropy
0.9987
Recall
0.5211
Per class
Relative absolute error
1
Root mean prior squared error
0.4996
Root mean squared error
0.4996
Root relative squared error
1
SciMark benchmark
918.4301