DEVELOPMENT... OpenML
Run
89448

Run 89448

Task 3640 (Supervised Classification) disclosure_x_bias 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
0.5482
Per class
Build CPU time
0.0001
Build memory
225305725.0393
F measure
0.5466
Per class
Kappa
0.096
KB relative information score
60.4527
Mean absolute error
0.4532
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5493
Per class
Predictive accuracy
0.5468
Prior entropy
0.9987
Recall
0.5468
Per class
Relative absolute error
0.908
Root mean prior squared error
0.4996
Root mean squared error
0.6732
Root relative squared error
1.3476
SciMark benchmark
941.5087