decimal_scaling {normfluodbf} | R Documentation |
Title: A decimal scaling function (a machine learning tool).
Description
Title: A decimal scaling function (a machine learning tool).
Usage
decimal_scaling(x)
Arguments
x |
Attribute value(s). |
Value
A decimal scaled value when applied to a single value or a decimal scaled attribute(s).
Note
The lapply function is required to apply this function across several attributes. This is NOT a normalization function, so data obtained from the decimal scaling function exists on a sliding scale and SHOULD NOT be used for meaningful analysis.
Author(s)
Tingwei Adeck
References
https://www.statology.org/how-to-normalize-data-in-r/
Examples
test_df <- as.data.frame(c(seq(40)))
colnames(test_df) <- "test"
test_df_norm <- lapply(test_df[1:ncol(test_df)], decimal_scaling)
[Package normfluodbf version 1.5.2 Index]