DEVELOPMENT... OpenML
Run
187946

Run 187946

Task 4367 (Supervised Classification) fri_c4_1000_50 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
0.923
Per class
F measure
0.8419
Per class
Kappa
0.6783
KB relative information score
6054.2563
Mean absolute error
0.2029
Mean prior absolute error
0.4928
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.8427
Per class
Predictive accuracy
0.8426
Prior entropy
0.9896
Recall
0.8426
Per class
Relative absolute error
0.4117
Root mean prior squared error
0.4964
Root mean squared error
0.3299
Root relative squared error
0.6646
SciMark benchmark
1028.5889
UserCPU time millis
1250
UserCPU time millis testing
1030
UserCPU time millis training
220