ICAConfig

Properties

k

integerdefault 3≥ 1

Number of components to extract.

type

stringdefault "parallel"

Component extraction scheme.

one of"parallel""deflation"

fun

stringdefault "logcosh"

Functional form of the approximation to neg-entropy.

one of"logcosh""exp"

alpha

numberdefault 1≥ 1≤ 2

Used with `fun = "logcosh"`.

row_norm

booleandefault true

Normalize rows of the input before ICA.

maxit

integerdefault 100≥ 1

Maximum number of iterations.

tol

numberdefault 0.0001≥ 0

Convergence tolerance.

Relationships