normalize {nda} | R Documentation |
Min-max normalization
Description
Min-max normalization for data matrices and data frames
Usage
normalize(x,type="all")
Arguments
x |
a data frame or data matrix |
type |
type of normalizaion. "row" normalization row by row, "col" normalization column by colum, "all" normalization for the entire data frame/matrix (default) |
Value
Returns a normalized data.frame/matrix.
Author(s)
Zsolt T. Kosztyan, University of Pannonia
e-mail: kosztyan.zsolt@gtk.uni-pannon.hu
Examples
mtx<-matrix(rnorm(20),5,4)
n_mtx<-normalize(mtx) # Fully normalized matrix
r_mtx<-normalize(mtx,type="row") # Normalize row by row
c_mtx<-normalize(mtx,type="col") # Normalize col by col
print(n_mtx) # Print fully normalized matrix
[Package nda version 0.1.13 Index]