Usage
dannsub(
x,
y,
km = max(50, 0.2 * n),
k = 5,
epsilon = 1,
fullw = FALSE,
scalex = TRUE,
scalar = TRUE,
dims = seq(p),
iter.sub = 1,
iter = 1,
method = "knn",
xnew,
ynew
)
Arguments
- x
covariate matrix
- y
labels
- km
max subspace
- k
number of clusters
- epsilon
error
- fullw
Boolean
- scalex
Boolean, default true
- scalar
Boolean,
- dims
dims
- iter.sub
Max. number of subspace iterations
- iter
Max number of iterations
- method
knn
- xnew
new x
- ynew
new ys
Value
an object of class dannsub
Examples
if (FALSE) { # \dontrun{
dannsub(km = max(50, 0.2 * n), k = 5, epsilon = 1, fullw = FALSE, scalex = TRUE,
scalar = TRUE, dims = seq(p), iter.sub = 1, iter = 1, method = "knn", xnew, ynew)
} # }