DEVELOPMENT... OpenML
Run
187970

Run 187970

Task 4313 (Supervised Classification) fri_c4_500_100 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
0.9178
Per class
F measure
0.8419
Per class
Kappa
0.6774
KB relative information score
2931.3398
Mean absolute error
0.2134
Mean prior absolute error
0.4913
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8424
Per class
Predictive accuracy
0.8426
Prior entropy
0.9875
Recall
0.8426
Per class
Relative absolute error
0.4343
Root mean prior squared error
0.4956
Root mean squared error
0.3332
Root relative squared error
0.6722
SciMark benchmark
1363.434
UserCPU time millis
4520
UserCPU time millis testing
4140
UserCPU time millis training
380