DEVELOPMENT... OpenML
Run
187988

Run 187988

Task 3893 (Supervised Classification) sylva_prior 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
0.9988
Per class
F measure
0.994
Per class
Kappa
0.9483
KB relative information score
13140.4479
Mean absolute error
0.0069
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9941
Per class
Predictive accuracy
0.9939
Prior entropy
0.3338
Recall
0.9939
Per class
Relative absolute error
0.0596
Root mean prior squared error
0.2403
Root mean squared error
0.0716
Root relative squared error
0.2978
SciMark benchmark
935.4444
UserCPU time millis
219050
UserCPU time millis testing
181800
UserCPU time millis training
37250