DEVELOPMENT... OpenML
Run
57215

Run 57215

Task 1705 (Learning Curve) letter Uploaded 12-11-2014 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
0.9821 ± 0.0013
Per class
Build CPU time
14.4257
Build memory
655870641.9556
F measure
0.7654 ± 0.0084
Per class
Kappa
0.7528 ± 0.0089
KB relative information score
0.7904 ± 0.0072
Mean absolute error
0.0216 ± 0.0006
Mean prior absolute error
0.074 ± 0
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.777 ± 0.0074
Per class
Predictive accuracy
0.7623 ± 0.0086
Prior entropy
4.6998 ± 0.0001
Recall
0.7623 ± 0.0086
Per class
Relative absolute error
0.2926 ± 0.0078
Root mean prior squared error
0.1923 ± 0
Root mean squared error
0.1132 ± 0.002
Root relative squared error
0.5886 ± 0.0103
SciMark benchmark
1711.0442