DEVELOPMENT... OpenML
Run
198103

Run 198103

Task 233 (Supervised Classification) kr-vs-kp 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
0.9674
Per class
F measure
0.9668
Per class
Kappa
0.9334
KB relative information score
982.0545
Mean absolute error
0.0332
Mean prior absolute error
0.4984
Number of instances
1054
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.967
Per class
Predictive accuracy
0.9668
Prior entropy
0.9986
Recall
0.9668
Per class
Relative absolute error
0.0666
Root mean prior squared error
0.4989
Root mean squared error
0.1822
Root relative squared error
0.3652
SciMark benchmark
1318.1432
UserCPU time millis
450
UserCPU time millis testing
10
UserCPU time millis training
440