Hotel reservation prediction

This repository contains the code and results for using machine learning models to gains insights into customer hotel reservation prediction along with EDA.

Dataset

Kaggle: Hotel Booking
Link: https://www.kaggle.com/datasets/mathsian/hotel-bookings/data

Models using

• Logistic Regression
• GNB (Gaussian Navie Bayes)
• Decision Tree
• Radom Forest
• KNN (K Nearst Neighbor)

Files

The project is organized into the following files:

• Input: hotel_bookings.csv - dataset
• In-between:
  • hotel_booking.ipynb - data processing
  • hotel_illus.pbix - data illustration
  • model_results.csv
• Output: Hotel Reservation - Machine Learning.pdf - presentation