inst/examples/fit.only.model.R

In OmicsMarkeR: Classification and Feature Selection for 'Omics' Datasets

dat.discr <- create.discr.matrix(
    create.corr.matrix(
        create.random.matrix(nvar = 50, 
                             nsamp = 100, 
                             st.dev = 1, 
                             perturb = 0.2)),
    D = 10
)

vars <- dat.discr$discr.mat
groups <- dat.discr$classes

fit <- fit.only.model(X=vars, 
                      Y=groups, 
                      method="plsda", 
                      p = 0.9)