DEVELOPMENT... OpenML
Run
89457

Run 89457

Task 3643 (Supervised Classification) sleuth_ex1714 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
0.8074
Per class
Build CPU time
0.0002
Build memory
218751007.4894
F measure
0.809
Per class
Kappa
0.6109
KB relative information score
28.3982
Mean absolute error
0.1915
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8103
Per class
Predictive accuracy
0.8085
Prior entropy
0.9852
Recall
0.8085
Per class
Relative absolute error
0.3913
Root mean prior squared error
0.4944
Root mean squared error
0.4376
Root relative squared error
0.885
SciMark benchmark
944.7664