DEVELOPMENT... OpenML
Run
199305

Run 199305

Task 4608 (Supervised Classification) pc3 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
0.4991
Per class
F measure
0.8484
Per class
Kappa
-0.0033
KB relative information score
3885.4197
Mean absolute error
0.104
Mean prior absolute error
0.1842
Number of instances
15630
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8056
Per class
Predictive accuracy
0.896
Prior entropy
0.478
Recall
0.896
Per class
Relative absolute error
0.5648
Root mean prior squared error
0.3031
Root mean squared error
0.3225
Root relative squared error
1.064
SciMark benchmark
1363.454
UserCPU time millis
190
UserCPU time millis training
190