DEVELOPMENT... OpenML
Run
104680

Run 104680

Task 266 (Supervised Classification) segment 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
0.9975
Per class
Build CPU time
0.619
Build memory
676772928
F measure
0.9567
Per class
Kappa
0.9494
KB relative information score
728.1057
Mean absolute error
0.0128
Mean prior absolute error
0.2449
Number of instances
762
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9571
Per class
Predictive accuracy
0.9567
Prior entropy
2.8074
Recall
0.9567
Per class
Relative absolute error
0.0524
Root mean prior squared error
0.3499
Root mean squared error
0.1
Root relative squared error
0.2859
SciMark benchmark
892.0716