DEVELOPMENT... OpenML
Run
198553

Run 198553

Task 3647 (Supervised Classification) rabe_266 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
0.9428
Per class
F measure
0.9417
Per class
Kappa
0.8833
KB relative information score
105.944
Mean absolute error
0.0583
Mean prior absolute error
0.4988
Number of instances
120
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9429
Per class
Predictive accuracy
0.9417
Prior entropy
0.9983
Recall
0.9417
Per class
Relative absolute error
0.117
Root mean prior squared error
0.4994
Root mean squared error
0.2415
Root relative squared error
0.4837
SciMark benchmark
1304.9611