DEVELOPMENT... OpenML
Run
89183

Run 89183

Task 11 (Supervised Classification) balance-scale 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
0.8769
Per class
Build CPU time
0.0005
Build memory
98062612.864
F measure
0.8318
Per class
Kappa
0.7537
KB relative information score
432.0024
Mean absolute error
0.0885
Mean prior absolute error
0.3798
Number of instances
625
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7992
Per class
Predictive accuracy
0.8672
Prior entropy
1.3212
Recall
0.8672
Per class
Relative absolute error
0.2331
Root mean prior squared error
0.4356
Root mean squared error
0.2975
Root relative squared error
0.6831
SciMark benchmark
946.523