---
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;" />