Model to Predict Subway Volume at Yankee Stadium Station in 2013
Data from: http://web.mta.info/developers/turnstile.html
This dataset shows entry & exit counter values for each turnstile device in each station in the NYC Subway System.
Modeling
I developed a model for 4hr-interval exit count by station to predict MTA exit volume at Yankee Stadium.
The model utilizes a Random Forest Regressor. Attempts to simplify to a linear model were unsuccessful due to a severe decline in performance (attempts to fit a generalized linear model examined are not shown)