DEVELOPMENT... OpenML
Run
89236

Run 89236

Task 3857 (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
0.6169
Per class
Build CPU time
0.0007
Build memory
157402944.7849
F measure
0.6684
Per class
Kappa
0.2041
KB relative information score
-8.3325
Mean absolute error
0.3487
Mean prior absolute error
0.3828
Number of instances
846
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7013
Per class
Predictive accuracy
0.6513
Prior entropy
0.8241
Recall
0.6513
Per class
Relative absolute error
0.9108
Root mean prior squared error
0.4374
Root mean squared error
0.5905
Root relative squared error
1.3502
SciMark benchmark
944.7664