DEVELOPMENT... OpenML
Run
52844

Run 52844

Task 1757 (Learning Curve) waveform-5000 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
0.9512 ± 0.0086
Per class
Build CPU time
9.8914
Build memory
6114587883.9429
F measure
0.8055 ± 0.023
Per class
Kappa
0.7138 ± 0.0321
KB relative information score
0.7219 ± 0.0212
Mean absolute error
0.1412 ± 0.0105
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8207 ± 0.0215
Per class
Predictive accuracy
0.809 ± 0.0214
Prior entropy
1.5849 ± 0
Recall
0.809 ± 0.0214
Per class
Relative absolute error
0.3176 ± 0.0236
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.3078 ± 0.0138
Root relative squared error
0.653 ± 0.0292
SciMark benchmark
1676.6751