/Hit-song-predictor

Predicting whether a song will be popular

Primary LanguagePython

Hit-song-predictor

Predicting whether a song will be popular

In this project we will aim to create a model which best predicts if a hit song will be popular. The different models testes will be in the model folder, and the data used is in the data folder. The best model is adaboost with test accuracy 85%, and the best indicator of a popular song is "instrumentalness".

Usage

Run python model.py, where "model" is one of the many models in the model folder to train the model on the data, and output test results.