DEVELOPMENT... OpenML
Run
104736

Run 104736

Task 2125 (Supervised Classification) eucalyptus 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
0.8538
Per class
Build CPU time
0.047
Build memory
644579296
F measure
0.5779
Per class
Kappa
0.4619
KB relative information score
116.614
Mean absolute error
0.1825
Mean prior absolute error
0.3134
Number of instances
242
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5791
Per class
Predictive accuracy
0.5826
Prior entropy
2.2629
Recall
0.5826
Per class
Relative absolute error
0.5824
Root mean prior squared error
0.3959
Root mean squared error
0.3683
Root relative squared error
0.9303
SciMark benchmark
906.4221