DEVELOPMENT... OpenML
Run
52982

Run 52982

Task 1727 (Learning Curve) optdigits 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
0.995 ± 0.002
Per class
Build CPU time
94.9653
Build memory
126280088.0571
F measure
0.9249 ± 0.0136
Per class
Kappa
0.9162 ± 0.0154
KB relative information score
0.9248 ± 0.0121
Mean absolute error
0.017 ± 0.0023
Mean prior absolute error
0.18 ± 0
Number of instances
5620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9259 ± 0.0126
Per class
Predictive accuracy
0.9246 ± 0.0138
Prior entropy
3.3218 ± 0.0001
Recall
0.9246 ± 0.0138
Per class
Relative absolute error
0.0947 ± 0.0128
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.11 ± 0.0097
Root relative squared error
0.3666 ± 0.0323
SciMark benchmark
1678.1065