DEVELOPMENT... OpenML
Run
198734

Run 198734

Task 3835 (Supervised Classification) squash-stored 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
0.7444
Per class
F measure
0.7493
Per class
Kappa
0.491
KB relative information score
25.4947
Mean absolute error
0.25
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7492
Per class
Predictive accuracy
0.75
Prior entropy
0.9911
Recall
0.75
Per class
Relative absolute error
0.5065
Root mean prior squared error
0.4967
Root mean squared error
0.5
Root relative squared error
1.0067
SciMark benchmark
1325.2092