Hotel Reservations Cancelation Prediction Model

Machine Learning Final Project

You can find the final project here:

https://github.com/elinorbengayev/Hotel-Reservations-Cancelation-Prediction/blob/main/docs/Hotel-Booking-Cancellation.html

Submission details:
Course Name: Introduction to Machine Learning
Faculty: Faculty of Engineering, Tel-Aviv University
Names: Elinor Bengayev and Denise Bishevsky
Date: 18.7.2021
Intro:
This project is the final project of the "Introduction to Machine Learning" course at the Faculty of Engineering in Tel Aviv University, as a part of the BS.c degree 'Digital Sciences for High-Tech'. In this project we received a large data set file containing various features (known and anonymous) of hotels reservations and a label for each one of whether the reservation was canceled. The aim of the project is to predict whether a given reservation will be canceled or not using machine learning models. The project contains visualisition, data exploration, pre-processing, running differnt models and evalute them in order to choose the best performing one.