DEVELOPMENT... OpenML
Run
89495

Run 89495

Task 3923 (Supervised Classification) datatrieve 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
0.6585
Per class
Build CPU time
0.001
Build memory
98033222.4
F measure
0.7481
Per class
Kappa
0.132
KB relative information score
-219.921
Mean absolute error
0.3231
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8855
Per class
Predictive accuracy
0.6769
Prior entropy
0.4395
Recall
0.6769
Per class
Relative absolute error
2.0175
Root mean prior squared error
0.2784
Root mean squared error
0.5684
Root relative squared error
2.0418
SciMark benchmark
937.2803