DEVELOPMENT... OpenML
Run
48865

Run 48865

Task 1757 (Learning Curve) waveform-5000 Uploaded 06-11-2014 by Jason
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.DecisionStump(2)Weka implementation of DecisionStump

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.

19 Evaluation measures

Area under ROC curve
0.7015 ± 0.006
Per class
Build CPU time
0.0075
Build memory
1267874081.3714
Kappa
0.3571 ± 0.0148
KB relative information score
0.2815 ± 0.0061
Mean absolute error
0.3631 ± 0.0026
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.5698 ± 0.0099
Prior entropy
1.5849 ± 0
Recall
0.5698 ± 0.0099
Per class
Relative absolute error
0.817 ± 0.0058
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.4266 ± 0.0032
Root relative squared error
0.9049 ± 0.0068
SciMark benchmark
1193.7396