DEVELOPMENT... OpenML
Run
89184

Run 89184

Task 267 (Supervised Classification) diabetes 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
0.5411
Per class
Build CPU time
0.001
Build memory
130118136
F measure
0.5741
Per class
Kappa
0.0819
KB relative information score
9.1983
Mean absolute error
0.4269
Mean prior absolute error
0.4589
Number of instances
253
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5751
Per class
Predictive accuracy
0.5731
Prior entropy
0.9335
Recall
0.5731
Per class
Relative absolute error
0.9302
Root mean prior squared error
0.4813
Root mean squared error
0.6534
Root relative squared error
1.3576
SciMark benchmark
941.5087