DEVELOPMENT... OpenML
Run
57207

Run 57207

Task 1731 (Learning Curve) pendigits Uploaded 12-11-2014 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
0.9919 ± 0.0012
Per class
Build CPU time
3.4361
Build memory
836372570.95
F measure
0.8958 ± 0.008
Per class
Kappa
0.8851 ± 0.0087
KB relative information score
0.8974 ± 0.0081
Mean absolute error
0.0227 ± 0.0018
Mean prior absolute error
0.18 ± 0
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9011 ± 0.0074
Per class
Predictive accuracy
0.8966 ± 0.0079
Prior entropy
3.3208 ± 0.0002
Recall
0.8966 ± 0.0079
Per class
Relative absolute error
0.1262 ± 0.0098
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1306 ± 0.0054
Root relative squared error
0.4353 ± 0.018
SciMark benchmark
1732.6592