DEVELOPMENT... OpenML
Run
199044

Run 199044

Task 4337 (Supervised Classification) fri_c1_500_50 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
0.5171
Per class
F measure
0.5177
Per class
Kappa
0.0344
KB relative information score
198.1137
Mean absolute error
0.4786
Mean prior absolute error
0.4989
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5186
Per class
Predictive accuracy
0.5214
Prior entropy
0.9984
Recall
0.5214
Per class
Relative absolute error
0.9594
Root mean prior squared error
0.4994
Root mean squared error
0.6918
Root relative squared error
1.3852
SciMark benchmark
1404.1865
UserCPU time millis
90
UserCPU time millis training
90