ts_norm_gminmax: Time Series Global Min-Max

In daltoolbox: Leveraging Experiment Lines to Data Analytics

Time Series Global Min-Max

Description

Rescales data, so the minimum value is mapped to 0 and the maximum value is mapped to 1.

Usage

ts_norm_gminmax(remove_outliers = TRUE)

Arguments

remove_outliers

logical: if TRUE (default) outliers will be removed.

Value

returns a ts_norm_gminmax object.

Examples

# time series to normalize
data(sin_data)

# convert to sliding windows
ts <- ts_data(sin_data$y, 10)
ts_head(ts, 3)
summary(ts[,10])

# normalization
preproc <- ts_norm_gminmax()
preproc <- fit(preproc, ts)
tst <- transform(preproc, ts)
ts_head(tst, 3)
summary(tst[,10])

daltoolbox documentation built on Nov. 3, 2024, 9:06 a.m.