Run
47445

Run 47445

Task 1714 (Learning Curve) breast-w Uploaded 05-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.NaiveBayesUpdateable(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
0.9798 ± 0.0176
Per class
Build CPU time
0.0003
Build memory
1247810401.4
F measure
0.9602 ± 0.0238
Per class
Kappa
0.9125 ± 0.0514
KB relative information score
0.9088 ± 0.0565
Mean absolute error
0.0395 ± 0.0245
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9613 ± 0.0219
Per class
Predictive accuracy
0.9599 ± 0.0242
Prior entropy
0.9293 ± 0.0043
Recall
0.9599 ± 0.0242
Per class
Relative absolute error
0.0875 ± 0.0542
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.1957 ± 0.0807
Root relative squared error
0.4116 ± 0.1698
SciMark benchmark
1932.1045