DEVELOPMENT... OpenML
Run
187844

Run 187844

Task 3851 (Supervised Classification) fl2000 Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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.

22 Evaluation measures

Area under ROC curve
0.8021
Per class
F measure
0.6951
Per class
Kappa
0.3528
KB relative information score
27.1658
Mean absolute error
0.2793
Mean prior absolute error
0.4757
Number of instances
67
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.72
Per class
Predictive accuracy
0.7164
Prior entropy
0.9656
Recall
0.7164
Per class
Relative absolute error
0.5872
Root mean prior squared error
0.4873
Root mean squared error
0.4195
Root relative squared error
0.8609
SciMark benchmark
918.6491