mclass_data {SpatFD}

Get the mean of means for each class

Description

This function generates multivariate vowel data based on the provided mean functions and basis functions.

Usage

  mclass_data(mean.mean, n.basis, type.basis = "bspline")

Arguments

mean.mean

A list of means for each class.

n.basis

A list of basis functions for each class.

type.basis

Type of basis functions to use (e.g., "bspline", "fourier").

Value

A data frame containing the generated vowel data.

Examples

  data(vowels)

#### Create parameters and names for the data.
p = 228 ; nelec = 21 ; nvow = 5
names_vowels = c("a","e","i","o","u")
n.basis<-c(14,13,12,13,11)
s4.gfdata = gfdata(data=vowels,p=p,names=names_vowels,coords=vowels_coords,nbasis=n.basis)
s4.sep=gfd_clasif_data(s4.gfdata, 0.8,seed = 2910)
s4.train=s4.sep$train
s4.test=s4.sep$test
mean_mean <- mean_mean(s4.train)
class_mean <- mclass_data(mean_mean,n.basis)