fitted.gensvm.grid {gensvm}

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)