DEVELOPMENT... OpenML
Run
52817

Run 52817

Task 1736 (Learning Curve) diabetes Uploaded 07-11-2014 by Felicia West
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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
0.8118 ± 0.0514
Per class
Build CPU time
0.0547
Build memory
220272797.5
F measure
0.7505 ± 0.0377
Per class
Kappa
0.4469 ± 0.0834
KB relative information score
0.3224 ± 0.0702
Mean absolute error
0.3087 ± 0.029
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7492 ± 0.0381
Per class
Predictive accuracy
0.7526 ± 0.0368
Prior entropy
0.9331 ± 0.0046
Recall
0.7526 ± 0.0368
Per class
Relative absolute error
0.6793 ± 0.0633
Root mean prior squared error
0.4766 ± 0.0016
Root mean squared error
0.4103 ± 0.0323
Root relative squared error
0.8608 ± 0.067
SciMark benchmark
942.4911