A Binary classification model was developed with Random Forest to predict arrival delays without using departure delay as input features
Dataset can be downloaded from US Dept of Transport: https://transtats.bts.gov/DL_SelectFields.asp?Table_ID=236&DB_Short_Name=On-Time Data range for above tests include: March 2019- Feb 2020