DEVELOPMENT... OpenML
Run
89212

Run 89212

Task 15 (Supervised Classification) breast-w 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
0.8565
Per class
Build CPU time
0.0002
Build memory
134307469.1159
F measure
0.86
Per class
Kappa
0.6946
KB relative information score
470.252
Mean absolute error
0.1416
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8642
Per class
Predictive accuracy
0.8584
Prior entropy
0.9297
Recall
0.8584
Per class
Relative absolute error
0.3134
Root mean prior squared error
0.4753
Root mean squared error
0.3763
Root relative squared error
0.7918
SciMark benchmark
941.5087