DEVELOPMENT... OpenML
Run
52795

Run 52795

Task 1710 (Learning Curve) balance-scale 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.

19 Evaluation measures

Area under ROC curve
0.928 ± 0.037
Per class
Build CPU time
0.0062
Build memory
701550185.1
Kappa
0.6202 ± 0.0986
KB relative information score
0.4283 ± 0.0468
Mean absolute error
0.228 ± 0.0151
Mean prior absolute error
0.3798 ± 0.0012
Number of instances
625
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.7952 ± 0.0531
Prior entropy
1.3181 ± 0.0124
Recall
0.7952 ± 0.0531
Per class
Relative absolute error
0.6004 ± 0.0396
Root mean prior squared error
0.4356 ± 0.0014
Root mean squared error
0.304 ± 0.0205
Root relative squared error
0.698 ± 0.0467
SciMark benchmark
1648.2431