Selecting Best Variables
What is this about?
This chapter will cover three types of plots which aim to understand what are the most correlated numeric variables against a target variable:
- Analysis purpose: To identify if the input variable is a good/bad predictor through visual analysis.
- General purpose: To explain the decision of including -or not- a variable to a model to a non-analyst person.