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

In gensvm: A Generalized Multiclass Support Vector Machine

Load a large parameter grid for the GenSVM grid search

Description

This loads the parameter grid from the GenSVM paper. It consists of 342 configurations and is constructed from all possible combinations of the following parameter sets:

p = c(1.0, 1.5, 2.0) lambda = 2^seq(-18, 18, 2) kappa = c(-0.9, 0.5, 5.0) weights = c('unit', 'group')

Usage

gensvm.load.full.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.full.grid.

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