DEVELOPMENT... OpenML
Run
187722

Run 187722

Task 3570 (Supervised Classification) biomed Uploaded 25-02-2015 by Jason
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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
0.9482
Per class
F measure
0.913
Per class
Kappa
0.8095
KB relative information score
155.4372
Mean absolute error
0.1215
Mean prior absolute error
0.4605
Number of instances
209
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9138
Per class
Predictive accuracy
0.9139
Prior entropy
0.9428
Recall
0.9139
Per class
Relative absolute error
0.2638
Root mean prior squared error
0.4797
Root mean squared error
0.2703
Root relative squared error
0.5635
SciMark benchmark
1368.9272