phytoclass (version 2.3.1)

Randomise_elements: Randomise value by applying scaling factors within specified bounds. Small values (< 0.001) are set to 0.001 to avoid numerical issues.

Description

Randomise value by applying scaling factors within specified bounds. Small values (< 0.001) are set to 0.001 to avoid numerical issues.

Usage

Randomise_elements(x, min.scaler, max.scaler)

Value

A numeric value between xmin.scaler and xmax.scaler, rounded to 4 decimals

Arguments

x

The element value to randomize

min.scaler

Minimum scaling factor to apply (e.g., 0.99 for 1% decrease)

max.scaler

Maximum scaling factor to apply (e.g., 1.01 for 1% increase)

Examples

# Randomize a single value
x <- 0.5
new_value <- phytoclass:::Randomise_elements(x, 0.99, 1.01)  # +/- 1% change

# Handle small values
small_x <- 0.0005
new_small <- phytoclass:::Randomise_elements(small_x, 0.99, 1.01)  # will use 0.001