I used the following classifiers and did an esemble weighting the Naive Bayes down. 1. Random Forest 2. Support Vector Machine 3. K Nearest Neighbor 4. Naive Bayes

Chapter 2 Applied Exercises: Introduction to Statistical Learning with applications in R

Chapter 2 Conceptual Exercises: Introduction to Statistical Learning with applications in R

We collected 2010 EPA data on water sources that contained health violations and contamination and we measure it against the % of population by state that are affected by the unclean water.

This is a map of the location of all the test sites that EPA tested water quality at. (with Clusteriing Options)

This is a map of the location of all the test sites that EPA tested water quality at.