DEVELOPMENT... OpenML
Run
187814

Run 187814

Task 3785 (Supervised Classification) fri_c2_100_50 Uploaded 25-02-2015 by Felicia West
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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
0.8888
Per class
F measure
0.8705
Per class
Kappa
0.7358
KB relative information score
66.2767
Mean absolute error
0.1687
Mean prior absolute error
0.4875
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8726
Per class
Predictive accuracy
0.87
Prior entropy
0.9822
Recall
0.87
Per class
Relative absolute error
0.3462
Root mean prior squared error
0.4936
Root mean squared error
0.3306
Root relative squared error
0.6699
SciMark benchmark
1325.2092
UserCPU time millis
80
UserCPU time millis testing
60
UserCPU time millis training
20