mr {imputeR} | R Documentation |
This function calculates the misclassfication error given the imputed data, the missing data and the true data.
mr(imp, mis, true)
imp |
the imputaed data matrix |
mis |
the missing data matrix |
true |
the ture data matrix |
The missclassification error
data(spect)
Detect(spect)
missdata <- SimIm(spect, 0.1)
sum(is.na(missdata))
# impute using rpart
impdata <- impute(missdata, cFun = "rpartC")
# calculate the misclassification error
mr(impdata$imp, missdata, spect)