Run
89184

Run 89184

Task 267 (Supervised Classification) diabetes Uploaded 08-12-2014 by Joaquin Vanschoren
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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
Cross-validation details (33% Holdout set)
Build CPU time
0.001
Cross-validation details (33% Holdout set)
Build memory
130118136
Cross-validation details (33% Holdout set)
F measure
0.5741
Per class
Cross-validation details (33% Holdout set)
Kappa
0.0819
Cross-validation details (33% Holdout set)
KB relative information score
9.1983
Cross-validation details (33% Holdout set)
Mean absolute error
0.4269
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4589
Cross-validation details (33% Holdout set)
Number of instances
253
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5751
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5731
Cross-validation details (33% Holdout set)
Prior entropy
0.9335
Cross-validation details (33% Holdout set)
Recall
0.5731
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9302
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4813
Cross-validation details (33% Holdout set)
Root mean squared error
0.6534
Cross-validation details (33% Holdout set)
Root relative squared error
1.3576
Cross-validation details (33% Holdout set)
SciMark benchmark
941.5087