DEVELOPMENT... OpenML
Run
104702

Run 104702

Task 1819 (Supervised Classification) vote 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
0.9911
Per class
Build CPU time
0.0035
Build memory
380885762.8763
F measure
0.9481
Per class
Kappa
0.8908
KB relative information score
1894.0898
Mean absolute error
0.0625
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9483
Per class
Predictive accuracy
0.948
Prior entropy
0.9627
Recall
0.948
Per class
Relative absolute error
0.1319
Root mean prior squared error
0.4869
Root mean squared error
0.1936
Root relative squared error
0.3976
SciMark benchmark
944.3832