DEVELOPMENT... OpenML
Run
198774

Run 198774

Task 3878 (Supervised Classification) confidence 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
0.6917
Per class
F measure
0.8611
Per class
Kappa
0.46
KB relative information score
32.4247
Mean absolute error
0.125
Mean prior absolute error
0.2838
Number of instances
72
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8626
Per class
Predictive accuracy
0.875
Prior entropy
0.6705
Recall
0.875
Per class
Relative absolute error
0.4405
Root mean prior squared error
0.3728
Root mean squared error
0.3536
Root relative squared error
0.9484
SciMark benchmark
940.3347