we are team of three members Mamalesh Hake,M D Athar and me. Secured the 2nd position in the Cassandra,a Data Science Event under the UDYAM,an Electronics Engineering fest of IIT BHU VARANASI.
link to the competition-https://www.kaggle.com/competitions/cassandra23-ps-2
we have to predict the delivery time of the packages in days which depends upon speed,traffic,navigation e.t.c. we have created the custom columns to increase accuracy like estimated time. and we also removed the columns which are correlated. and finally we applied CatBoost model to train the dataset.