“…It basically classifies the variables in to principal components (PC). It succesfully used as tools to analyse hydrogeological nature based on water quality (Irawan et al, 2009(Irawan et al, , 2014Irawan, Puradimaja & Silaen, 2012). The random forest (Breiman, 2001;Hastie, Tibshirani & Friedman, 2001;Liaw & Wiener, 2002b) is an ensemble approach that can also be thought of as a form of nearest neighbor predictor.…”