DEVELOPMENT... OpenML
Run
144059

Run 144059

Task 3890 (Supervised Classification) ada_prior Uploaded 31-01-2015 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.

22 Evaluation measures

Area under ROC curve
0.9
Per class
F measure
0.8457
Per class
Kappa
0.5869
KB relative information score
2035.94
Mean absolute error
0.1911
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8459
Per class
Predictive accuracy
0.8455
Prior entropy
0.8085
Recall
0.8455
Per class
Relative absolute error
0.512
Root mean prior squared error
0.4319
Root mean squared error
0.3333
Root relative squared error
0.7715
SciMark benchmark
917.7039
UserCPU time millis
190
UserCPU time millis testing
140
UserCPU time millis training
50