DEVELOPMENT... OpenML
Run
89432

Run 89432

Task 52 (Supervised Classification) heart-statlog 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
0.76
Per class
Build CPU time
0.0004
Build memory
54773230.4
F measure
0.763
Per class
Kappa
0.52
KB relative information score
139.6888
Mean absolute error
0.237
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.763
Per class
Predictive accuracy
0.763
Prior entropy
0.9912
Recall
0.763
Per class
Relative absolute error
0.48
Root mean prior squared error
0.4969
Root mean squared error
0.4869
Root relative squared error
0.9798
SciMark benchmark
946.5187