DEVELOPMENT... OpenML
Run
89270

Run 89270

Task 22 (Supervised Classification) mfeat-zernike 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
0.7306
Per class
Build CPU time
0.0017
Build memory
151538233.6
F measure
0.4721
Per class
Kappa
0.4611
KB relative information score
985.6152
Mean absolute error
0.097
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6121
Per class
Predictive accuracy
0.515
Prior entropy
3.3219
Recall
0.515
Per class
Relative absolute error
0.5389
Root mean prior squared error
0.3
Root mean squared error
0.3114
Root relative squared error
1.0382
SciMark benchmark
944.7664

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