MaxMinNorm: MaxMinNorm

In shapelets/khiva-r: KHIVA-R library.

Description

ormalizes the given time series according to its minimum and maximum value and adjusts each value within the range [low, high].

Usage

MaxMinNorm(tss, high = 1, low = 1, epsilon = 1e-08)

Arguments

tss	KHIVA array with the time series.
high	Maximum final value (Defaults to 1.0).
low	Minimum final value (Defaults to 0.0).
epsilon	Safeguard for constant (or near constant) time series as the operation implies a unit scale operation between min and max values in the tss.

Value

: KHIVA array with the same dimensions as tss where the time series have been adjusted for zero mean and one as standard deviation.

shapelets/khiva-r documentation built on June 10, 2019, 4:58 a.m.