Innsmouth_Tourism_Predictor

About 92 percent Accurate prediction of the Tourist Density in the regions of Innsmouth. Deployed using django.

Running the project

  • Install the requirements by: pip install -r requirements.txt
  • Run migrations : python manage.py migrate
  • Run the server: python manage.py runserver

Here's how the site looks:

Screenshot (166)

Importing necessary libraries

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Reading the Data:

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Dealing with the missing value

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XGBoost Regressor:

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Prediction:

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Accuracy of 92 percent is not bad all!