DEVELOPMENT... OpenML
Run
104823

Run 104823

Task 3620 (Supervised Classification) fri_c0_100_5 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
0.777
Per class
Build CPU time
0.0008
Build memory
711070256
F measure
0.7604
Per class
Kappa
0.52
KB relative information score
36.79
Mean absolute error
0.3298
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7632
Per class
Predictive accuracy
0.76
Prior entropy
0.9956
Recall
0.76
Per class
Relative absolute error
0.6638
Root mean prior squared error
0.4984
Root mean squared error
0.4274
Root relative squared error
0.8575
SciMark benchmark
943.521