DEVELOPMENT... OpenML
Run
187761

Run 187761

Task 3749 (Supervised Classification) no2 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
0.6035
Per class
F measure
0.6084
Per class
Kappa
0.2507
KB relative information score
48.1143
Mean absolute error
0.4588
Mean prior absolute error
0.5
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6523
Per class
Predictive accuracy
0.626
Prior entropy
1
Recall
0.626
Per class
Relative absolute error
0.9175
Root mean prior squared error
0.5
Root mean squared error
0.4828
Root relative squared error
0.9657
SciMark benchmark
1363.434
UserCPU time millis
10
UserCPU time millis testing
10