DEVELOPMENT... OpenML
Run
89225

Run 89225

Task 273 (Supervised Classification) spambase Uploaded 08-12-2014 by Felicia West
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Flow

weka.ComplementNaiveBayes(2)Jason D. Rennie, Lawrence Shih, Jaime Teevan, David R. Karger: Tackling the Poor Assumptions of Naive Bayes Text Classifiers. In: ICML, 616-623, 2003.
weka.ComplementNaiveBayes(2)_S1.0

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
0.7821
Per class
Build CPU time
0.003
Build memory
70708728
F measure
0.7931
Per class
Kappa
0.5644
KB relative information score
842.0543
Mean absolute error
0.2069
Mean prior absolute error
0.4764
Number of instances
1518
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.793
Per class
Predictive accuracy
0.7931
Prior entropy
0.9674
Recall
0.7931
Per class
Relative absolute error
0.4342
Root mean prior squared error
0.4875
Root mean squared error
0.4548
Root relative squared error
0.933
SciMark benchmark
944.7664