DEVELOPMENT... OpenML
Run
187978

Run 187978

Task 4621 (Supervised Classification) kc1-binary 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
0.7704
Per class
F measure
0.722
Per class
Kappa
0.4428
KB relative information score
581.0336
Mean absolute error
0.2887
Mean prior absolute error
0.4853
Number of instances
1450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7387
Per class
Predictive accuracy
0.72
Prior entropy
0.979
Recall
0.72
Per class
Relative absolute error
0.5948
Root mean prior squared error
0.4925
Root mean squared error
0.4953
Root relative squared error
1.0057
SciMark benchmark
1363.434
UserCPU time millis
1050
UserCPU time millis testing
860
UserCPU time millis training
190