DEVELOPMENT... OpenML
Run
89474

Run 89474

Task 3907 (Supervised Classification) mc1 Uploaded 08-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.528
Per class
Build CPU time
0.0046
Build memory
180105785.588
F measure
0.9504
Per class
Kappa
0.0096
KB relative information score
-79445.6515
Mean absolute error
0.0821
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9862
Per class
Predictive accuracy
0.9179
Prior entropy
0.0622
Recall
0.9179
Per class
Relative absolute error
5.7135
Root mean prior squared error
0.0845
Root mean squared error
0.2865
Root relative squared error
3.3925
SciMark benchmark
943.1371