DEVELOPMENT... OpenML
Run
89480

Run 89480

Task 3913 (Supervised Classification) kc2 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
0.6037
Per class
Build CPU time
0.0005
Build memory
241825565.6092
F measure
0.7873
Per class
Kappa
0.2817
KB relative information score
200.2176
Mean absolute error
0.1724
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8193
Per class
Predictive accuracy
0.8276
Prior entropy
0.734
Recall
0.8276
Per class
Relative absolute error
0.5279
Root mean prior squared error
0.4037
Root mean squared error
0.4152
Root relative squared error
1.0286
SciMark benchmark
946.5187