DEVELOPMENT... OpenML
Run
52820

Run 52820

Task 1752 (Learning Curve) vehicle 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
0.8538 ± 0.0172
Per class
Build CPU time
0.2536
Build memory
6431524864.1778
F measure
0.6318 ± 0.0462
Per class
Kappa
0.539 ± 0.0532
KB relative information score
0.5376 ± 0.0194
Mean absolute error
0.2079 ± 0.0101
Mean prior absolute error
0.3748 ± 0
Number of instances
846
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.6339 ± 0.0542
Per class
Predictive accuracy
0.6537 ± 0.0401
Prior entropy
1.9991 ± 0.0005
Recall
0.6537 ± 0.0401
Per class
Relative absolute error
0.5545 ± 0.027
Root mean prior squared error
0.4329 ± 0
Root mean squared error
0.3474 ± 0.0168
Root relative squared error
0.8025 ± 0.0388
SciMark benchmark
1676.6751