DEVELOPMENT... OpenML
Run
89310

Run 89310

Task 283 (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
0.5929
Per class
Build CPU time
0.001
Build memory
157803080
F measure
0.2312
Per class
Kappa
0.1857
KB relative information score
69.4974
Mean absolute error
0.3136
Mean prior absolute error
0.3748
Number of instances
279
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.1695
Per class
Predictive accuracy
0.3728
Prior entropy
1.9991
Recall
0.3728
Per class
Relative absolute error
0.8368
Root mean prior squared error
0.4328
Root mean squared error
0.56
Root relative squared error
1.2938
SciMark benchmark
946.523