DEVELOPMENT... OpenML
Run
104650

Run 104650

Task 277 (Supervised Classification) tae 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
0.6301
Per class
Build CPU time
0.001
Build memory
1696721576
F measure
0.3301
Per class
Kappa
0.1552
KB relative information score
6.2969
Mean absolute error
0.4153
Mean prior absolute error
0.4445
Number of instances
49
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3425
Per class
Predictive accuracy
0.4082
Prior entropy
1.5845
Recall
0.4082
Per class
Relative absolute error
0.9345
Root mean prior squared error
0.4715
Root mean squared error
0.4543
Root relative squared error
0.9635
SciMark benchmark
933.9469