DEVELOPMENT... OpenML
Run
52899

Run 52899

Task 1742 (Learning Curve) spambase Uploaded 07-11-2014 by Felicia West
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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
0.9725 ± 0.0055
Per class
Build CPU time
28.6769
Build memory
616296254
F measure
0.9284 ± 0.0102
Per class
Kappa
0.8496 ± 0.0216
KB relative information score
0.8172 ± 0.0196
Mean absolute error
0.0895 ± 0.0087
Mean prior absolute error
0.4776 ± 0.0002
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9287 ± 0.0098
Per class
Predictive accuracy
0.9287 ± 0.01
Prior entropy
0.9674 ± 0.0006
Recall
0.9287 ± 0.01
Per class
Relative absolute error
0.1873 ± 0.0182
Root mean prior squared error
0.4886 ± 0.0002
Root mean squared error
0.2415 ± 0.0179
Root relative squared error
0.4943 ± 0.0367
SciMark benchmark
942.4911