DEVELOPMENT... OpenML
Run
199322

Run 199322

Task 4609 (Supervised Classification) jm1 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
0.5162
Per class
F measure
0.7347
Per class
Kappa
0.0506
KB relative information score
30779.4116
Mean absolute error
0.1897
Mean prior absolute error
0.3121
Number of instances
108850
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7872
Per class
Predictive accuracy
0.8103
Prior entropy
0.7088
Recall
0.8103
Per class
Relative absolute error
0.6077
Root mean prior squared error
0.395
Root mean squared error
0.4355
Root relative squared error
1.1025
SciMark benchmark
1442.7264
UserCPU time millis
900
UserCPU time millis testing
20
UserCPU time millis training
880