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Run
198613

Run 198613

Task 3713 (Supervised Classification) schlvote 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
0.6786
Per class
F measure
0.759
Per class
Kappa
0.369
KB relative information score
12.5832
Mean absolute error
0.2368
Mean prior absolute error
0.3934
Number of instances
38
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.756
Per class
Predictive accuracy
0.7632
Prior entropy
0.8485
Recall
0.7632
Per class
Relative absolute error
0.602
Root mean prior squared error
0.4405
Root mean squared error
0.4867
Root relative squared error
1.1048
SciMark benchmark
1313.9994

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