DEVELOPMENT... OpenML
Run
104883

Run 104883

Task 3681 (Supervised Classification) puma8NH 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
0.8622
Per class
Build CPU time
0.0365
Build memory
1553555437.8125
F measure
0.8059
Per class
Kappa
0.6122
KB relative information score
3393.9924
Mean absolute error
0.3134
Mean prior absolute error
0.5
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8075
Per class
Predictive accuracy
0.8062
Prior entropy
1
Recall
0.8062
Per class
Relative absolute error
0.6267
Root mean prior squared error
0.5
Root mean squared error
0.3825
Root relative squared error
0.765
SciMark benchmark
943.1817