gensvm.load.small.grid: Load the small parameter grid for the GenSVM grid search

In gensvm: A Generalized Multiclass Support Vector Machine

Load the small parameter grid for the GenSVM grid search

Description

This function loads a small parameter grid to use for the GenSVM gridsearch. It contains all possible combinations of the following parameter sets:

p = c(1.0, 1.5, 2.0) lambda = c(1e-8, 1e-6, 1e-4, 1e-2, 1) kappa = c(-0.9, 0.5, 5.0) weights= c('unit', 'group')

Usage

gensvm.load.small.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.tiny.grid, gensvm.load.small.grid.

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