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Cancellation Prediction for Hotel Booking

Dataset

Kaggle dataset for hotel booking demand can be downloaded here

Important - Put the csv file inside folder cancel_model/datasets

Installation

pip install -r requirements.txt

Usage

To train the model

python cancel_model/train.py

To test the model using FastAPI

python app/main.py

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Hotel booking cancellation prediction using Logistic Regression, KNN, Gradient Boosting Tree, and LSTM.

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