DEVELOPMENT... OpenML
Run
199062

Run 199062

Task 4360 (Supervised Classification) elusage 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
0.8433
Per class
F measure
0.847
Per class
Kappa
0.6886
KB relative information score
377.8434
Mean absolute error
0.1527
Mean prior absolute error
0.4922
Number of instances
550
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.847
Per class
Predictive accuracy
0.8473
Prior entropy
0.9891
Recall
0.8473
Per class
Relative absolute error
0.3103
Root mean prior squared error
0.4959
Root mean squared error
0.3908
Root relative squared error
0.788
SciMark benchmark
1318.1432