DEVELOPMENT... OpenML
Run
198477

Run 198477

Task 3576 (Supervised Classification) sleuth_ex2015 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
0.7167
Per class
F measure
0.7128
Per class
Kappa
0.4333
KB relative information score
26
Mean absolute error
0.2833
Mean prior absolute error
0.5
Number of instances
60
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7291
Per class
Predictive accuracy
0.7167
Prior entropy
1
Recall
0.7167
Per class
Relative absolute error
0.5667
Root mean prior squared error
0.5
Root mean squared error
0.5323
Root relative squared error
1.0646
SciMark benchmark
1363.454