DEVELOPMENT... OpenML
Run
199151

Run 199151

Task 4451 (Supervised Classification) pollution 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
0.7177
Per class
F measure
0.7182
Per class
Kappa
0.4357
KB relative information score
261.462
Mean absolute error
0.2817
Mean prior absolute error
0.4995
Number of instances
600
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7182
Per class
Predictive accuracy
0.7183
Prior entropy
0.9992
Recall
0.7183
Per class
Relative absolute error
0.5639
Root mean prior squared error
0.4997
Root mean squared error
0.5307
Root relative squared error
1.062
SciMark benchmark
1304.9611