A randomForest model predicting the mode of travel used for trips in Puget Sound.
Project prep.R is the data cleaning script; its output becomes an input for mode choice prediction.R.
Dataset can be downloaded from the Puget Sound Regional Council.
Read a summary of the model and my findings here.