DEVELOPMENT... OpenML
Run
199167

Run 199167

Task 4466 (Supervised Classification) hip 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
0.8044
Per class
F measure
0.8053
Per class
Kappa
0.6099
KB relative information score
329.5762
Mean absolute error
0.1944
Mean prior absolute error
0.4993
Number of instances
540
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8059
Per class
Predictive accuracy
0.8056
Prior entropy
0.9991
Recall
0.8056
Per class
Relative absolute error
0.3894
Root mean prior squared error
0.4997
Root mean squared error
0.441
Root relative squared error
0.8825
SciMark benchmark
1318.1432