DEVELOPMENT... OpenML
Run
89494

Run 89494

Task 3679 (Supervised Classification) chscase_vine2 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
0.5043
Per class
Build CPU time
0.0004
Build memory
32005145.0598
F measure
0.5054
Per class
Kappa
0.0085
KB relative information score
-1.9471
Mean absolute error
0.4957
Mean prior absolute error
0.4956
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5087
Per class
Predictive accuracy
0.5043
Prior entropy
0.9937
Recall
0.5043
Per class
Relative absolute error
1.0003
Root mean prior squared error
0.4978
Root mean squared error
0.7041
Root relative squared error
1.4144
SciMark benchmark
943.8088

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