NYC-Taxi-Tip-Prediction

Using PyCaret Regression Module to predict tip as a % of total fare for NYC taxi trips

Objective

I will be trying to predict the tip amount as % of the total fare for NYC Yellow taxi cabs

Data Used

Though the entire analysis can be replicated for any time period, I am using January 2017 data for my analysis & modelling

Data Source: Click Here

Data Dictionary: Click Here

Evaluation

To evaluate different models, I would be using RMSE and R² as the evaluation metric