Learn Bagged Trees for Classification in R

Introduction Hi there! Get ready to become a bagged tree expert! Bagged trees are famous for improving the predictive capability of a single decision tree. The way we use & evaluate them in R is also very similar to decision trees. Check out my other post on decision trees if you aren’t familiar with them, …

Learn Classification with Decision Trees in R

Introduction When it comes to classification, using a decision tree classifier is one of the easiest to use. Why to use a decision tree Incredibly easy to interpret It handles missing data & outliers very well and as such requires far less up front cleaning You get to forego the categorical variable encoding as decision …