/Detroit-Blight-Ticket-Compliance

Help end blight in Detroit. Kaggle Machine Learning Project.

Primary LanguageJupyter NotebookMIT LicenseMIT

Detroit-Blight-Ticket-Compliance

Help end blight in Detroit. Kaggle Machine Learning Project.

Origin URL is this

Data can be downloaded here

  1. Create a machine learning model in scikit-learn to study Detroit’s blight ticket compliance issue.
  2. Use pandas and numpy to clean data.
  3. Use cross validation score and grid search to create a gradient boosting classifier.
  4. Use the classifier to predict whether a blight ticket will be paid on time with a AUROC of 81%.