DEVELOPMENT... OpenML
Run
89401

Run 89401

Task 3884 (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
0.7709
Per class
Build CPU time
0.0014
Build memory
178573999.8962
F measure
0.9199
Per class
Kappa
0.5577
KB relative information score
2348.2721
Mean absolute error
0.0789
Mean prior absolute error
0.1838
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
0.9189
Per class
Predictive accuracy
0.9211
Prior entropy
0.4768
Recall
0.9211
Per class
Relative absolute error
0.4294
Root mean prior squared error
0.3031
Root mean squared error
0.281
Root relative squared error
0.927
SciMark benchmark
946.523