DEVELOPMENT... OpenML
Run
89374

Run 89374

Task 38 (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
0.8286
Per class
Build CPU time
0.0003
Build memory
123444423.0476
F measure
0.6724
Per class
Kappa
0.6365
KB relative information score
191.399
Mean absolute error
0.064
Mean prior absolute error
0.1828
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6266
Per class
Predictive accuracy
0.744
Prior entropy
2.2353
Recall
0.744
Per class
Relative absolute error
0.3501
Root mean prior squared error
0.3016
Root mean squared error
0.253
Root relative squared error
0.8387
SciMark benchmark
941.5087