Reviewed by David Kindness Fact checked by Vikki Velasquez Decision trees are major components of finance, philosophy, and decision analysis in university classes. Yet, many students and graduates ...

The two main downsides to decision trees are that they often don't work well with large datasets, and they are highly susceptible to model overfitting. When tackling a binary classification problem, ...