DEVELOPMENT... OpenML
Run
187754

Run 187754

Task 3727 (Supervised Classification) fri_c4_250_10 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
0.8558
Per class
F measure
0.7679
Per class
Kappa
0.5336
KB relative information score
114.4641
Mean absolute error
0.2802
Mean prior absolute error
0.498
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7678
Per class
Predictive accuracy
0.768
Prior entropy
0.9971
Recall
0.768
Per class
Relative absolute error
0.5626
Root mean prior squared error
0.499
Root mean squared error
0.3923
Root relative squared error
0.7863
SciMark benchmark
1363.434