DEVELOPMENT... OpenML
Run
52811

Run 52811

Task 1722 (Learning Curve) cmc 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
0.6983 ± 0.0351
Per class
Build CPU time
0.0605
Build memory
165107253.68
F measure
0.5339 ± 0.0361
Per class
Kappa
0.2806 ± 0.0541
KB relative information score
0.2059 ± 0.0353
Mean absolute error
0.3743 ± 0.0139
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.5404 ± 0.0371
Per class
Predictive accuracy
0.5309 ± 0.036
Prior entropy
1.539 ± 0.0029
Recall
0.5309 ± 0.036
Per class
Relative absolute error
0.8688 ± 0.0325
Root mean prior squared error
0.4641 ± 0.0005
Root mean squared error
0.4392 ± 0.0105
Root relative squared error
0.9464 ± 0.0227
SciMark benchmark
1678.1065