DEVELOPMENT... OpenML
Run
187762

Run 187762

Task 3748 (Supervised Classification) transplant 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
0.999
Per class
F measure
0.9847
Per class
Kappa
0.9668
KB relative information score
126.6317
Mean absolute error
0.0158
Mean prior absolute error
0.4648
Number of instances
131
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9851
Per class
Predictive accuracy
0.9847
Prior entropy
0.9495
Recall
0.9847
Per class
Relative absolute error
0.0339
Root mean prior squared error
0.4818
Root mean squared error
0.095
Root relative squared error
0.1971
SciMark benchmark
1304.9611