DEVELOPMENT... OpenML
Run
89199

Run 89199

Task 269 (Supervised Classification) sonar 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
0.7249
Per class
Build CPU time
0.001
Build memory
98292768
F measure
0.7209
Per class
Kappa
0.4441
KB relative information score
29.6135
Mean absolute error
0.2794
Mean prior absolute error
0.4971
Number of instances
68
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.729
Per class
Predictive accuracy
0.7206
Prior entropy
0.9968
Recall
0.7206
Per class
Relative absolute error
0.5621
Root mean prior squared error
0.4982
Root mean squared error
0.5286
Root relative squared error
1.0611
SciMark benchmark
944.7664