feature.table {OmicsMarkeR} | R Documentation |
Extracts and sorts the features identified for a given method.
feature.table(features, method)
features |
A fs.stability fitted object |
method |
Algorithm of interest
Available options are |
A data frame containing:
features |
Features identified by model |
consistency |
Number of iterations feature was identified |
frequency |
Frequency of iterations the feature was identified |
Charles Determan Jr
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 fits <- fs.stability(vars, groups, method = c("plsda", "rf"), f = 10, k = 3, k.folds = 10, verbose = 'none') feature.table(fits, "plsda")