mixError: Calculate mixed error when the imputed matrix is mixed type
In imputeR: A General Multivariate Imputation Framework

Description Usage Arguments Value Examples

Calculate mixed error when the imputed matrix is mixed type

1	mixError(imp, mis, true, norm = TRUE)

`imp`	the imputed matrix
`mis`	the original matrix with missing values
`true`	the true matrix
`norm`	logical, if TRUE, the nomailised RMSE will return for continous variables

a vector of two values indicating the mixed error the the imputation, the first one if either RMSE or NRMSE, the second one is MCE.

data(tic)
Detect(tic)
missdata <- SimIm(tic, 0.3)

library(earth)
impdata <- impute(tic, lmFun = "earth", cFun = "rpartC")
mixError(impdata$imp, missdata, tic)