DEVELOPMENT... OpenML
Run
198555

Run 198555

Task 3655 (Supervised Classification) elusage 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
0.8313
Per class
F measure
0.8359
Per class
Kappa
0.6658
KB relative information score
36.5578
Mean absolute error
0.1636
Mean prior absolute error
0.4922
Number of instances
55
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.836
Per class
Predictive accuracy
0.8364
Prior entropy
0.9891
Recall
0.8364
Per class
Relative absolute error
0.3325
Root mean prior squared error
0.4959
Root mean squared error
0.4045
Root relative squared error
0.8157
SciMark benchmark
930.5999