DEVELOPMENT... OpenML
Run
104984

Run 104984

Task 3799 (Supervised Classification) fri_c3_500_10 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
0.9261
Per class
Build CPU time
0.0023
Build memory
1169603644
F measure
0.8434
Per class
Kappa
0.6838
KB relative information score
302.2492
Mean absolute error
0.2068
Mean prior absolute error
0.4961
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
0.8445
Per class
Predictive accuracy
0.844
Prior entropy
0.9945
Recall
0.844
Per class
Relative absolute error
0.4168
Root mean prior squared error
0.4981
Root mean squared error
0.3219
Root relative squared error
0.6462
SciMark benchmark
942.9279