Run
303830

Run 303830

Task 74 (Learning Curve) breast-w Uploaded 18-03-2015 by Joaquin Vanschoren
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Flow

weka.NaiveBayes(10)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.

22 Evaluation measures

Area under ROC curve
0.9798 ± 0.0144
Per class
F measure
0.9609 ± 0.0205
Per class
Kappa
0.9141 ± 0.0445
KB relative information score
0.9095 ± 0.0477
Mean absolute error
0.0392 ± 0.0206
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
6990
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9621 ± 0.0191
Per class
Predictive accuracy
0.9607 ± 0.0208
Prior entropy
0.9293 ± 0.0041
Recall
0.9607 ± 0.0208
Per class
Relative absolute error
0.0868 ± 0.0456
Root mean prior squared error
0.4753 ± 0.0014
Root mean squared error
0.1953 ± 0.0667
Root relative squared error
0.4108 ± 0.1403
SciMark benchmark
1340.1614