DEVELOPMENT... OpenML
Run
52810

Run 52810

Task 1715 (Learning Curve) mfeat-karhunen 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
0.9941 ± 0.0037
Per class
Build CPU time
40.5106
Build memory
108200355.1273
F measure
0.9015 ± 0.0279
Per class
Kappa
0.8906 ± 0.0305
KB relative information score
0.9014 ± 0.0251
Mean absolute error
0.0239 ± 0.0052
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9021 ± 0.0269
Per class
Predictive accuracy
0.9015 ± 0.0275
Prior entropy
3.3219
Recall
0.9015 ± 0.0275
Per class
Relative absolute error
0.1329 ± 0.0287
Root mean prior squared error
0.3
Root mean squared error
0.12 ± 0.0163
Root relative squared error
0.4 ± 0.0542
SciMark benchmark
1678.1065

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