Random Forest

Find your way out of the Data Forest with Random Forest Introduction : In this blog we will discuss one of the most widely used Ensembling Machine Learning Algorithm called Random Forest. The goal of the blogpost is to get the beginners started with fundamental concepts of a Random Forest and quickly help them to build their first Random Forest model. Motive to create this tutorial is to get you started using the random forest model and some techniques to improve model accuracy. In this article, I’ve explained the working of random forest and bagging. Random forest is a tree-based algorithm which involves building several trees (decision trees), then combining their output to improve generalization ability of the model. The method of combining trees is known as an ensemble method. En...