DEVELOPMENT... OpenML
Run
53060

Run 53060

Task 1728 (Learning Curve) credit-approval 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.SPegasos(2)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(2)_E500
weka.SPegasos(2)_F0
weka.SPegasos(2)_L1.0E-4

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
0.8588 ± 0.0409
Per class
Build CPU time
0.0408
Build memory
186413674.5
F measure
0.8526 ± 0.0402
Per class
Kappa
0.7057 ± 0.0801
KB relative information score
0.6991 ± 0.0819
Mean absolute error
0.1478 ± 0.0403
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8626 ± 0.0405
Per class
Predictive accuracy
0.8522 ± 0.0403
Prior entropy
0.9912 ± 0.0022
Recall
0.8522 ± 0.0403
Per class
Relative absolute error
0.2993 ± 0.0815
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3845 ± 0.0536
Root relative squared error
0.7737 ± 0.1076
SciMark benchmark
1132.5492