DEVELOPMENT... OpenML
Run
199254

Run 199254

Task 4556 (Supervised Classification) fl2000 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
0.8077
Per class
F measure
0.8259
Per class
Kappa
0.63
KB relative information score
422.0621
Mean absolute error
0.1716
Mean prior absolute error
0.4757
Number of instances
670
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8277
Per class
Predictive accuracy
0.8284
Prior entropy
0.9656
Recall
0.8284
Per class
Relative absolute error
0.3608
Root mean prior squared error
0.4873
Root mean squared error
0.4143
Root relative squared error
0.8502
SciMark benchmark
1313.9994