DEVELOPMENT... OpenML
Run
89217

Run 89217

Task 3599 (Supervised Classification) machine_cpu 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
0.78
Per class
Build CPU time
0.0002
Build memory
151770782.201
F measure
0.773
Per class
Kappa
0.4787
KB relative information score
69.0574
Mean absolute error
0.2392
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8159
Per class
Predictive accuracy
0.7608
Prior entropy
0.8417
Recall
0.7608
Per class
Relative absolute error
0.6082
Root mean prior squared error
0.4429
Root mean squared error
0.4891
Root relative squared error
1.1044
SciMark benchmark
944.7664