DEVELOPMENT... OpenML
Run
104755

Run 104755

Task 3060 (Supervised Classification) squash-stored Uploaded 08-12-2014 by Felicia West
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Flow

weka.A2DE(2)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(2)_F1
weka.A2DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.7527
Per class
Build CPU time
0.007
Build memory
974042752
F measure
0.5833
Per class
Kappa
0.3081
KB relative information score
5.9493
Mean absolute error
0.2894
Mean prior absolute error
0.4164
Number of instances
17
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6415
Per class
Predictive accuracy
0.5882
Prior entropy
1.4782
Recall
0.5882
Per class
Relative absolute error
0.6951
Root mean prior squared error
0.4569
Root mean squared error
0.4848
Root relative squared error
1.0611
SciMark benchmark
945.7844