DEVELOPMENT... OpenML
Run
52823

Run 52823

Task 1740 (Learning Curve) soybean 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
0.9937 ± 0.0034
Per class
Build CPU time
4.1391
Build memory
60187297
F measure
0.919 ± 0.0314
Per class
Kappa
0.9133 ± 0.0341
KB relative information score
0.9144 ± 0.0237
Mean absolute error
0.0145 ± 0.0028
Mean prior absolute error
0.0961 ± 0.0001
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9273 ± 0.0263
Per class
Predictive accuracy
0.9209 ± 0.0311
Prior entropy
3.8358 ± 0.0227
Recall
0.9209 ± 0.0311
Per class
Relative absolute error
0.1507 ± 0.0297
Root mean prior squared error
0.2191 ± 0.0002
Root mean squared error
0.0814 ± 0.0144
Root relative squared error
0.3716 ± 0.0657
SciMark benchmark
1615.5755