NRMS {ECLRMC} | R Documentation |
Normalized Root Mean Square (NRMS) value of two matrices for evaluating their similarity (lower is better)
Description
Normalized Root Mean Square (NRMS) value of two matrices for evaluating their similarity (lower is better)
Usage
NRMS(imputed, original)
Arguments
imputed |
An m by n matrix |
original |
An m by n matrix |
Value
Returns the NRMS value of the given matrices
Examples
x = matrix(c(5.1, 4.9, NA, 4.6, 3.5, 3.0, 3.2, 3.1, 1.4, NA, 1.3, 1.5), byrow = TRUE, ncol=4)
a = ECLRMC(x, beta = 0.2)
b = LRMC(x)
NRMS(a,b)
[Package ECLRMC version 1.0 Index]