heuristicScale {glmSparseNet}R Documentation

Heuristic function to use in high dimensions

Description

Heuristic function to use in high dimensions

Usage

heuristicScale(x, sub.exp10 = -1, exp.mult = -1, sub.exp = -1)

Arguments

x

vector of values to scale

sub.exp10

value to subtract to base 10 exponential, for example: '10^0 - sub.exp10 = 1 - sub.exp10'

exp.mult

parameter to multiply exponential, i.e. to have a negative exponential or positive

sub.exp

value to subtract for exponentional, for example if x = 0, 'exp(0) - sub.exp = 1 - sub.exp'

Value

a vector of scaled values

Examples

heuristicScale(rnorm(1:10))

[Package glmSparseNet version 1.1.2 Index]