- 1. Getting started with Regression Analysis and Decision Trees
- 2. From simple Regression to Multiple Regression with Decision Trees
In the first post, we will see how to train a simple Decision Tree to exploit the relation between temperature and bikes hired, this tree will be analysed to explain the result of the training process and gain insights about the data. In the second, we will see how to learn more complex decision trees and how to assess the accuracy of the prediction using cross validation.
Here's a sneak peak of the figures that we will generate: