DEVELOPMENT... OpenML
Run
187913

Run 187913

Task 4243 (Supervised Classification) analcatdata_boxing2 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
0.8204
Per class
F measure
0.7868
Per class
Kappa
0.5708
KB relative information score
197.3055
Mean absolute error
0.4395
Mean prior absolute error
0.4972
Number of instances
1320
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.7869
Per class
Predictive accuracy
0.7871
Prior entropy
0.996
Recall
0.7871
Per class
Relative absolute error
0.884
Root mean prior squared error
0.4986
Root mean squared error
0.45
Root relative squared error
0.9026
SciMark benchmark
1028.5889