DEVELOPMENT... OpenML
Run
198656

Run 198656

Task 3750 (Supervised Classification) mbagrade 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
0.6482
Per class
F measure
0.6286
Per class
Kappa
0.2907
KB relative information score
16.8492
Mean absolute error
0.3607
Mean prior absolute error
0.4988
Number of instances
61
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6717
Per class
Predictive accuracy
0.6393
Prior entropy
0.9984
Recall
0.6393
Per class
Relative absolute error
0.723
Root mean prior squared error
0.4994
Root mean squared error
0.6005
Root relative squared error
1.2025
SciMark benchmark
1318.1432