/W207-Final-Project

Primary LanguageJupyter Notebook

W207-Final-Project

Team members

  1. Annie Lee
  2. Johnny Yeo
  3. Jun Luo
  4. Marek Sedlacek

Project

Airbnb New User Bookings Kaggle Competition

Project File Structure

Data

This folder contains all the data sets provided by the competition.

Playground

This folder contains the initial attempts we made for getting familiar with the data and attempting our baseline submission.

Submissions

This folder contains the different submission files we produced and includes some screenshots of how we scored on various submissions.

airbnb_shared_project.ipynb

This is our working iPython notebook where we explored various types of feature engineering and model development.

airbnb_presentation.ipynb

This is our final iPython notebook that contains all data exploration, feature engineering, and model training work to produce our final model.