DEVELOPMENT... OpenML
Run
52801

Run 52801

Task 1714 (Learning Curve) breast-w Uploaded 07-11-2014 by Jason
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.DTNB(2)Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. In: Proceedings of the 21st Florida Artificial Intelligence Society Conference (FLAIRS), 318-319, 2008.
weka.DTNB(2)_X1

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
0.9877 ± 0.0069
Per class
Build CPU time
0.0341
Build memory
213114302.7
F measure
0.9587 ± 0.0235
Per class
Kappa
0.909 ± 0.0518
KB relative information score
0.9052 ± 0.0529
Mean absolute error
0.041 ± 0.0224
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9592 ± 0.0232
Per class
Predictive accuracy
0.9585 ± 0.0238
Prior entropy
0.9293 ± 0.0043
Recall
0.9585 ± 0.0238
Per class
Relative absolute error
0.0907 ± 0.0496
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.1824 ± 0.0671
Root relative squared error
0.3838 ± 0.1413
SciMark benchmark
1678.1065