DEVELOPMENT... OpenML
Run
187966

Run 187966

Task 4488 (Supervised Classification) fri_c2_500_50 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
0.9152
Per class
F measure
0.8753
Per class
Kappa
0.7412
KB relative information score
3363.5169
Mean absolute error
0.1656
Mean prior absolute error
0.4839
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8758
Per class
Predictive accuracy
0.876
Prior entropy
0.9767
Recall
0.876
Per class
Relative absolute error
0.3422
Root mean prior squared error
0.4918
Root mean squared error
0.3175
Root relative squared error
0.6455
SciMark benchmark
1372.2145
UserCPU time millis
440
UserCPU time millis testing
370
UserCPU time millis training
70