normalise_dataset: Normalise a dataset such that all values are between 0 and 1

In spartan: Simulation Parameter Analysis R Toolkit ApplicatioN: 'spartan'

Description

Normalise a dataset such that all values are between 0 and 1

Usage

normalise_dataset(dataset, sample_mins, sample_maxes, parameters)

Arguments

dataset	LHC Summary file being used in emulator creation
sample_mins	The minimum value used for each parameter in generating the latin-hypercube sample
sample_maxes	The maximum value used for each parameter in generating the latin-hypercube sample
parameters	Simulation parameters the emulation will be fed as input

Value

List of the scaled data and the mimumum/maximum sample values for each, to aid rescale of the data and any predictions made using it.

spartan documentation built on May 2, 2019, 9:39 a.m.