DEVELOPMENT... OpenML
Run
89240

Run 89240

Task 3602 (Supervised Classification) visualizing_environmental 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
0.6688
Per class
Build CPU time
0.0003
Build memory
122330691.4595
F measure
0.6663
Per class
Kappa
0.3358
KB relative information score
36.7849
Mean absolute error
0.3333
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6712
Per class
Predictive accuracy
0.6667
Prior entropy
0.9986
Recall
0.6667
Per class
Relative absolute error
0.668
Root mean prior squared error
0.4995
Root mean squared error
0.5774
Root relative squared error
1.1559
SciMark benchmark
946.523