Nonparametric Missing Value Imputation using Random Forest


[Up] [Top]

Documentation for package ‘missForest’ version 1.6.1

Help Pages

missForest-package Nonparametric Missing Value Imputation using Random Forest (ranger by default)
missForest Nonparametric Missing Value Imputation using Random Forests (ranger or randomForest)
mixError Compute Imputation Error for Mixed-type Data
nrmse Normalized root mean squared error
prodNA Introduce Missing Values Completely at Random (MCAR)
varClass Extract Variable Types from a Data Frame