DEVELOPMENT... OpenML
Run
187960

Run 187960

Task 4494 (Supervised Classification) fri_c0_500_25 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
0.8514
Per class
F measure
0.7666
Per class
Kappa
0.533
KB relative information score
1949.5869
Mean absolute error
0.3191
Mean prior absolute error
0.4998
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7666
Per class
Predictive accuracy
0.7666
Prior entropy
0.9997
Recall
0.7666
Per class
Relative absolute error
0.6385
Root mean prior squared error
0.4999
Root mean squared error
0.3967
Root relative squared error
0.7935
SciMark benchmark
1307.4861
UserCPU time millis
60
UserCPU time millis testing
50
UserCPU time millis training
10