DEVELOPMENT... OpenML
Run
54721

Run 54721

Task 2097 (Learning Curve) satimage Uploaded 09-11-2014 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
0.9643 ± 0.003
Per class
Build CPU time
9.8442
Build memory
269295850.1714
F measure
0.8283 ± 0.012
Per class
Kappa
0.7832 ± 0.0152
KB relative information score
0.7925 ± 0.0118
Mean absolute error
0.0647 ± 0.0042
Mean prior absolute error
0.2701 ± 0
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8372 ± 0.0115
Per class
Predictive accuracy
0.8235 ± 0.0127
Prior entropy
2.4834 ± 0.0009
Recall
0.8235 ± 0.0127
Per class
Relative absolute error
0.2394 ± 0.0154
Root mean prior squared error
0.3675 ± 0
Root mean squared error
0.2224 ± 0.0097
Root relative squared error
0.605 ± 0.0264
SciMark benchmark
1614.7273