Booking Cancellation Prediction

Team: Uttej Mannava, Rasesh Barot, Sven Jensen Solution: Implemented a RandomForest algorithm to accurately predict the outcome of a booking placed by customers at the Brescia Norton Hotel.

Comment

Skipping this section because it's 4:20 AM and we're tired :(

(Will attach our python file and completed test csv file on next page)

Built With

python

Submitted to

DataQuest

Created by

I wrote code and peer reviewed code for the data pre processing, feature engineering, and the Tree and Random Forest models. It’s 4:22 AM.

Sven Jensen
I ran part of data cleaning and normalisation efforts and implemented support vector machine (SVM) methods. Towards the end, I meticulously scrutinized and annotated the data to ensure optimal data cleanliness. I streamlined the underlying algorithmic logic and executed rigorous feasibility and testing evaluations. This included a comparative analysis of decision trees, SVM, and grid optimization of hyperparameters to ensure optimal outcomes.

It’s 5:58AM right now, a culmination of our efforts and a testament commitment to excellence and our unwavering dedication to delivering unparalleled results

Rasesh Barot
Uttej Mannava

Updates

Uttej Mannava started this project — Mar 12, 2023 10:01 AM EDT

Leave feedback in the comments!

Log in or sign up for Devpost to join the conversation.