Run
89400

Run 89400

Task 3627 (Supervised Classification) cpu_act 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
0.743
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0031
Cross-validation details (10-fold Crossvalidation)
Build memory
104507746.6289
Cross-validation details (10-fold Crossvalidation)
F measure
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.481
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3590.9832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2212
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.024
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.5187
Total cost