DEVELOPMENT... OpenML
Run
89453

Run 89453

Task 3898 (Supervised Classification) kc1-top5 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
0.7687
Per class
Build CPU time
0.0006
Build memory
348668798.1241
F measure
0.9134
Per class
Kappa
0.3513
KB relative information score
-51.4261
Mean absolute error
0.1034
Mean prior absolute error
0.1096
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9389
Per class
Predictive accuracy
0.8966
Prior entropy
0.3323
Recall
0.8966
Per class
Relative absolute error
0.9435
Root mean prior squared error
0.2284
Root mean squared error
0.3216
Root relative squared error
1.4082
SciMark benchmark
912.7547