DEVELOPMENT... OpenML
Run
20638

Run 20638

Task 55 (Supervised Classification) vote Uploaded 18-06-2014 by Felicia West
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Flow

weka.SPegasos(1)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(1)_E500
weka.SPegasos(1)_F0
weka.SPegasos(1)_L1.0E-4

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9593
Per class
F measure
0.9609
Per class
Kappa
0.9177
KB relative information score
398.1822
Mean absolute error
0.0391
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.961
Per class
Predictive accuracy
0.9609
Prior entropy
0.9627
Recall
0.9609
Per class
Relative absolute error
0.0824
Root mean prior squared error
0.4869
Root mean squared error
0.1977
Root relative squared error
0.406
SciMark benchmark
946.6928[562.83979305934711013.1204302006943482.5806157404377908.64471704177161766.2785639901995]