Run
47906

Run 47906

Task 98 (Learning Curve) sonar Uploaded 05-11-2014 by Jan van Rijn
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  • curves weka weka_3.7.12-SNAPSHOT
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Flow

weka.NaiveBayes(2)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.7971 ± 0.11
Per class
Build CPU time
0.0012
Build memory
686480206.528
F measure
0.6759 ± 0.1059
Per class
Kappa
0.3679 ± 0.1993
KB relative information score
0.3629 ± 0.1921
Mean absolute error
0.3158 ± 0.0941
Mean prior absolute error
0.4978 ± 0.0015
Number of instances
2080
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.7009 ± 0.1099
Per class
Predictive accuracy
0.6793 ± 0.1019
Prior entropy
0.9967 ± 0.0043
Recall
0.6793 ± 0.1019
Per class
Relative absolute error
0.6345 ± 0.1893
Root mean prior squared error
0.4989 ± 0.0015
Root mean squared error
0.5333 ± 0.0904
Root relative squared error
1.0691 ± 0.1814
SciMark benchmark
1771.6524