DEVELOPMENT... OpenML
Run
50374

Run 50374

Task 15 (Supervised Classification) breast-w Uploaded 06-11-2014 by Kevin Davis
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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
0.9798
Per class
Build CPU time
0.0006
Build memory
475403160.1373
F measure
0.9616
Per class
Kappa
0.9158
KB relative information score
636.2096
Mean absolute error
0.0388
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.7.0_13, amd64, Windows 7, 6.1]
Precision
0.9628
Per class
Predictive accuracy
0.9614
Prior entropy
0.9297
Recall
0.9614
Per class
Relative absolute error
0.0858
Root mean prior squared error
0.4753
Root mean squared error
0.1951
Root relative squared error
0.4104
SciMark benchmark
1469.6837