DEVELOPMENT... OpenML
Run
104804

Run 104804

Task 3594 (Supervised Classification) analcatdata_supreme 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
0.9911
Per class
Build CPU time
0.0098
Build memory
1128910419.9408
F measure
0.9931
Per class
Kappa
0.9809
KB relative information score
3909.4376
Mean absolute error
0.0142
Mean prior absolute error
0.3645
Number of instances
4052
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9931
Per class
Predictive accuracy
0.9931
Prior entropy
0.7946
Recall
0.9931
Per class
Relative absolute error
0.0389
Root mean prior squared error
0.4269
Root mean squared error
0.0833
Root relative squared error
0.195
SciMark benchmark
943.1817