NYC Taxi - Multiclass

May 29, 2015
This experiment demonstrates the multiclass classification task with NYC Taxi dataset
This experiment is mean to demonstrate how to do multiclass classification on NYX Taxi dataset. We generate multiclass labels as the following: WHEN (tip_amount = 0) THEN 0 WHEN (tip_amount > 0 AND tip_amount <= 5) THEN 1 WHEN (tip_amount > 5 AND tip_amount <= 10) THEN 2 WHEN (tip_amount > 10 AND tip_amount <= 20) THEN 3 ELSE 4