DEVELOPMENT... OpenML
Run
105045

Run 105045

Task 3862 (Supervised Classification) audiology Uploaded 09-12-2014 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
0.9821
Per class
Build CPU time
0.1775
Build memory
1800521121.0974
F measure
0.9552
Per class
Kappa
0.8799
KB relative information score
184.3617
Mean absolute error
0.0668
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9555
Per class
Predictive accuracy
0.9558
Prior entropy
0.8182
Recall
0.9558
Per class
Relative absolute error
0.1766
Root mean prior squared error
0.4343
Root mean squared error
0.1857
Root relative squared error
0.4275
SciMark benchmark
943.1817