DEVELOPMENT... OpenML
Run
198538

Run 198538

Task 3636 (Supervised Classification) strikes 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
0.5997
Per class
F measure
0.5787
Per class
Kappa
0.2002
KB relative information score
126.9541
Mean absolute error
0.3984
Mean prior absolute error
0.5
Number of instances
625
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6269
Per class
Predictive accuracy
0.6016
Prior entropy
1
Recall
0.6016
Per class
Relative absolute error
0.7969
Root mean prior squared error
0.5
Root mean squared error
0.6312
Root relative squared error
1.2624
SciMark benchmark
1325.2092
UserCPU time millis
40
UserCPU time millis training
40