DEVELOPMENT... OpenML
Run
104902

Run 104902

Task 3706 (Supervised Classification) stock 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
0.9906
Per class
Build CPU time
0.0064
Build memory
2096788350.4
F measure
0.9463
Per class
Kappa
0.8924
KB relative information score
828.9545
Mean absolute error
0.0657
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.947
Per class
Predictive accuracy
0.9463
Prior entropy
0.9995
Recall
0.9463
Per class
Relative absolute error
0.1316
Root mean prior squared error
0.4998
Root mean squared error
0.1978
Root relative squared error
0.3958
SciMark benchmark
918.4301