DEVELOPMENT... OpenML
Run
89298

Run 89298

Task 1817 (Supervised Classification) vehicle 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
0.5955
Per class
Build CPU time
0.0003
Build memory
93904733.6
F measure
0.3019
Per class
Kappa
0.1911
KB relative information score
1123.0254
Mean absolute error
0.3066
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4039
Per class
Predictive accuracy
0.3868
Prior entropy
1.9991
Recall
0.3868
Per class
Relative absolute error
0.818
Root mean prior squared error
0.4329
Root mean squared error
0.5537
Root relative squared error
1.2791
SciMark benchmark
944.7664

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