gensvm.load.tiny.grid: Load a tiny parameter grid for the GenSVM grid search

In gensvm: A Generalized Multiclass Support Vector Machine

Load a tiny parameter grid for the GenSVM grid search

Description

This function returns a parameter grid to use in the GenSVM grid search. This grid was obtained by analyzing the experiments done for the GenSVM paper and selecting the configurations that achieve accuracy within the 95th percentile on over 90 for a parameter search with a reasonably high chance of achieving good performance on most datasets.

Note that this grid is only tested to work well in combination with the linear kernel.

Usage

gensvm.load.tiny.grid()

Author(s)

Gerrit J.J. van den Burg, Patrick J.F. Groenen
Maintainer: Gerrit J.J. van den Burg <[e-mail]>

References

Van den Burg, G.J.J. and Groenen, P.J.F. (2016). GenSVM: A Generalized Multiclass Support Vector Machine, Journal of Machine Learning Research, 17(225):1–42. URL https://jmlr.org/papers/v17/14-526.html.

See Also

gensvm.grid, gensvm.load.small.grid, gensvm.load.full.grid.

gensvm documentation built on Feb. 16, 2023, 5:58 p.m.