Description Usage Arguments Value
View source: R/MeanShiftAlgoritms.R
Gradient acent with step size correction according to the direction of the gradient
1 2 | RidgeSeeking_V1(x, h, type = "Gaussian", method = "LHSE", data,
delta = 1e-06, iter_max = Inf, path = FALSE)
|
x |
Starting point [d] |
h |
Kernel bandwidth parameter |
type |
Used kernel. Either |
method |
Used method for the log-density estimation. Either |
data |
Data matrix [d, n]. |
delta |
Stopping criteria. |
iter_max |
Maximal number of iterations before the procedure stops. Will print a warning if it did not converge. |
path |
|
Fixpoints of the iteration as vector [d]. If path = TRUE
it returns a list with
Fixpoint [d] of the iteration.
Path of the iteration [d, iter], where iter is the number of steps.
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