DEVELOPMENT... OpenML
Run
89332

Run 89332

Task 30 (Supervised Classification) page-blocks 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
0.8348
Per class
Build CPU time
0.0012
Build memory
157688252.0607
F measure
0.9084
Per class
Kappa
0.5548
KB relative information score
2007.8973
Mean absolute error
0.0359
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9103
Per class
Predictive accuracy
0.9103
Prior entropy
0.6391
Recall
0.9103
Per class
Relative absolute error
0.4712
Root mean prior squared error
0.1949
Root mean squared error
0.1894
Root relative squared error
0.9722
SciMark benchmark
946.523