Visualization

What demographic features drive income level?

We compared Naïve Bayes, Logistic Regression, SVMs, Decision Trees, Random Forests, and Adaboost and agreed on Adaboost to be the most efficient model for prediction. Then we selected standardized features in Adaboost model and conducted Principle Component Analysis and K-mean clusters.