DEVELOPMENT... OpenML
Run
89450

Run 89450

Task 3896 (Supervised Classification) ada_agnostic 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
0.6224
Per class
Build CPU time
0.0035
Build memory
260110525.0539
F measure
0.752
Per class
Kappa
0.2931
KB relative information score
1550.5338
Mean absolute error
0.2203
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7561
Per class
Predictive accuracy
0.7797
Prior entropy
0.8085
Recall
0.7797
Per class
Relative absolute error
0.5903
Root mean prior squared error
0.4319
Root mean squared error
0.4694
Root relative squared error
1.0867
SciMark benchmark
912.7547