mr: calculate miss-classification error

In imputeR: A General Multivariate Imputation Framework

Description

This function calculates the misclassfication error given the imputed data, the missing data and the true data.

Usage

mr(imp, mis, true)

Arguments

imp	the imputaed data matrix
mis	the missing data matrix
true	the ture data matrix

Value

The missclassification error

Examples

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)

imputeR documentation built on Jan. 21, 2020, 1:06 a.m.