DEVELOPMENT... OpenML
Run
199076

Run 199076

Task 4375 (Supervised Classification) fri_c4_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
0.5448
Per class
F measure
0.5459
Per class
Kappa
0.0905
KB relative information score
485.6731
Mean absolute error
0.4494
Mean prior absolute error
0.4984
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5478
Per class
Predictive accuracy
0.5506
Prior entropy
0.9978
Recall
0.5506
Per class
Relative absolute error
0.9016
Root mean prior squared error
0.4992
Root mean squared error
0.6704
Root relative squared error
1.3429
SciMark benchmark
1404.1865
UserCPU time millis
90
UserCPU time millis testing
10
UserCPU time millis training
80