DEVELOPMENT... OpenML
Run
89353

Run 89353

Task 289 (Supervised Classification) iris 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
0.7273
Per class
Build memory
152257288
F measure
0.5151
Per class
Kappa
0.4596
KB relative information score
24.3567
Mean absolute error
0.2449
Mean prior absolute error
0.4444
Number of instances
49
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4598
Per class
Predictive accuracy
0.6327
Prior entropy
1.585
Recall
0.6327
Per class
Relative absolute error
0.551
Root mean prior squared error
0.4714
Root mean squared error
0.4949
Root relative squared error
1.0498
SciMark benchmark
944.7664