DEVELOPMENT... OpenML
Run
104631

Run 104631

Task 55 (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
0.9932
Per class
Build CPU time
0.023
Build memory
958921759.0805
F measure
0.9495
Per class
Kappa
0.8938
KB relative information score
383.2143
Mean absolute error
0.0573
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9498
Per class
Predictive accuracy
0.9494
Prior entropy
0.9627
Recall
0.9494
Per class
Relative absolute error
0.1208
Root mean prior squared error
0.4869
Root mean squared error
0.1841
Root relative squared error
0.3781
SciMark benchmark
844.3635