DEVELOPMENT... OpenML
Run
89237

Run 89237

Task 18 (Supervised Classification) mfeat-morphological 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
0.61
Per class
Build CPU time
0.0008
Build memory
87497373.6
F measure
0.1443
Per class
Kappa
0.22
KB relative information score
531.7565
Mean absolute error
0.1404
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
0.1367
Per class
Predictive accuracy
0.298
Prior entropy
3.3219
Recall
0.298
Per class
Relative absolute error
0.78
Root mean prior squared error
0.3
Root mean squared error
0.3747
Root relative squared error
1.249
SciMark benchmark
946.523