Machine Learning and Charity Donations: A Case Study

For the purpose of this project, I used 2 supervised machine learning methods. I compared several classification and regression models on how well they are able to identify future donors and estimate how much they will donate. These models were used to predict the outcome of the next campaign. Yemego NGO is a fictitious charity organization that provides programs and services for veterans with spinal cord injuries or diseases. Direct mailing campaigns are used to raise funds for charity organizations.