readme: ---
  language: 
    - en
  thumbnail: "http://s4.thingpic.com/images/Yx/zFbS5iJFJMYNxDp9HTR7TQtT.png"
  tags:
  - text-classification
  - lyrics
  - catboost
  license: gpl-3.0
  datasets:
  - data
  metrics:
  - accuracy
  widget:
  - text: "I know when that hotline bling, that can only mean one thing"
  
  ---
  
  # Lyrics Classifier
  
  
  This submission uses [CatBoost](https://catboost.ai/).
  CatBoost was chosen for its listed benefits, mainly in requiring less hyperparameter tuning and preprocessing of categorical and text features. It is also fast and fairly easy to set up.
  
  <img src="http://s4.thingpic.com/images/Yx/zFbS5iJFJMYNxDp9HTR7TQtT.png"
       alt="Markdown Monster icon"
       style="float: left; margin-right: 10px;" />
  