DEVELOPMENT... OpenML
Run
104934

Run 104934

Task 3743 (Supervised Classification) fri_c2_500_25 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
0.9021
Per class
Build CPU time
0.0139
Build memory
1489834888.8
F measure
0.8426
Per class
Kappa
0.6712
KB relative information score
293.4928
Mean absolute error
0.2031
Mean prior absolute error
0.4768
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8437
Per class
Predictive accuracy
0.842
Prior entropy
0.9664
Recall
0.842
Per class
Relative absolute error
0.4259
Root mean prior squared error
0.4882
Root mean squared error
0.345
Root relative squared error
0.7066
SciMark benchmark
943.1817