DEVELOPMENT... OpenML
Run
199009

Run 199009

Task 4310 (Supervised Classification) sleep Uploaded 27-02-2015 by Felicia West
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Flow

weka.SPegasos(5)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(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

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.

22 Evaluation measures

Area under ROC curve
0.6878
Per class
F measure
0.6905
Per class
Kappa
0.3778
KB relative information score
235.7251
Mean absolute error
0.3081
Mean prior absolute error
0.498
Number of instances
620
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6917
Per class
Predictive accuracy
0.6919
Prior entropy
0.9972
Recall
0.6919
Per class
Relative absolute error
0.6186
Root mean prior squared error
0.499
Root mean squared error
0.555
Root relative squared error
1.1124
SciMark benchmark
1318.1432