In this project, I will be using a loan approval data set to predict whether a loan is approved based on applicant information. I will also compare Naive Bayes and k-NN in terms of accuracy and bias-variance behavior. I will perform a Decision Tree test as well.

In this project, I am performing an exploratory analysis of a 'BMW Global Sales Analysis' dataset from 2010 - 2024. This analysis is composed of 50,000 rows and 11 columns.