Description Usage Arguments Details Author(s) Examples
Estimates the Root Mean Square Error of two univariate signals Y (imputed values) and X (true values).
1 | compute.rmse(Y, X)
|
Y |
vector of imputed values |
X |
vector of true values |
This function returns the value of RMSE of two vectors corresponding to univariate signals. A lower RMSE (RMSE \in [0, \inf]) value indicates a better performance method for the imputation task. Both vectors Y and X must be of equal length, on the contrary an error will be displayed. In both input vectors, eventual NA will be exluded with a warning diplayed.
Camille Dezecache, Hong T. T. Phan, Emilie Poisson-Caillault
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