DEVELOPMENT... OpenML
Run
105076

Run 105076

Task 3913 (Supervised Classification) kc2 Uploaded 09-12-2014 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
0.8263
Per class
Build CPU time
0.0175
Build memory
985162374.1916
F measure
0.8151
Per class
Kappa
0.4102
KB relative information score
178.4904
Mean absolute error
0.1905
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.811
Per class
Predictive accuracy
0.8238
Prior entropy
0.734
Recall
0.8238
Per class
Relative absolute error
0.5833
Root mean prior squared error
0.4037
Root mean squared error
0.3494
Root relative squared error
0.8656
SciMark benchmark
943.521