fitted.gensvm.grid: Fitted labels for the GenSVMGrid class

In gensvm: A Generalized Multiclass Support Vector Machine

Fitted labels for the GenSVMGrid class

Description

Wrapper to get the fitted class labels from the best estimator of the fitted GenSVMGrid model. Only works if refit was enabled.

Usage

## S3 method for class 'gensvm.grid'
fitted(object, ...)

Arguments

object	A gensvm.grid object
...	further arguments are passed to fitted

Value

a vector of class labels, with the same type as the original class labels.

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

plot.gensvm, predict.gensvm.grid, gensvm, gensvm-package

Examples

x <- iris[, -5]
y <- iris[, 5]

# fit GenSVM and compute training set predictions
fit <- gensvm(x, y)
yhat <- fitted(fit)

# compute the accuracy with gensvm.accuracy
gensvm.accuracy(y, yhat)

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