DEVELOPMENT... OpenML
Run
187958

Run 187958

Task 4479 (Supervised Classification) fri_c2_250_5 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
0.8536
Per class
F measure
0.8425
Per class
Kappa
0.6798
KB relative information score
1409.9693
Mean absolute error
0.2281
Mean prior absolute error
0.4929
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8425
Per class
Predictive accuracy
0.8428
Prior entropy
0.9898
Recall
0.8428
Per class
Relative absolute error
0.4627
Root mean prior squared error
0.4964
Root mean squared error
0.3554
Root relative squared error
0.716
SciMark benchmark
1372.2145