An R package to be at a predictive war with missing & noisy data and outliers. plasteR is an open source package for annoying data in R environment. plasteR provides predictive machine learning models (prediction algorithm can be optional) to find each missing value of each variable. Other methods of dealing with data corruption is added to the plasteR package day-to-day.
# To install the latest version from Github:
# install.packages("devtools")
devtools::install_github("sametsoekel/plasteR")