MeanNorm: MeanNorm

Description Usage Arguments Value

Description

Normalizes the given time series according to its maximum-minimum value and its mean. It follows the following formulae:

\acute{x} = \frac{x - mean(x)}{max(x) - min(x)}.

Usage

1
MeanNorm(tss)

Arguments

tss

KHIVA array with the time series.

Value

An array with the same dimensions as tss, whose values (time series in dimension 0) have been normalized by substracting the mean from each number and dividing each number by max(x) - min(x), in the time series.


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