DEVELOPMENT... OpenML
Run
89178

Run 89178

Task 1802 (Supervised Classification) ecoli 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
0.8243
Per class
Build CPU time
0.0003
Build memory
160722539.2
F measure
0.67
Per class
Kappa
0.6306
KB relative information score
951.2077
Mean absolute error
0.0649
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7832
Per class
Predictive accuracy
0.7405
Prior entropy
2.2353
Recall
0.7405
Per class
Relative absolute error
0.355
Root mean prior squared error
0.3016
Root mean squared error
0.2547
Root relative squared error
0.8445
SciMark benchmark
941.5087