DEVELOPMENT... OpenML
Run
57208

Run 57208

Task 1764 (Learning Curve) electricity 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
0.8841 ± 0.0157
Per class
Build CPU time
1.8512
Build memory
1184597796.32
F measure
0.8081 ± 0.0146
Per class
Kappa
0.6057 ± 0.03
KB relative information score
0.5076 ± 0.0295
Mean absolute error
0.2495 ± 0.0141
Mean prior absolute error
0.4886 ± 0
Number of instances
45312
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8086 ± 0.0148
Per class
Predictive accuracy
0.8092 ± 0.0146
Prior entropy
0.9835 ± 0
Recall
0.8092 ± 0.0146
Per class
Relative absolute error
0.5107 ± 0.0289
Root mean prior squared error
0.4943 ± 0
Root mean squared error
0.3676 ± 0.0139
Root relative squared error
0.7438 ± 0.0281
SciMark benchmark
1732.6592