Skip to content

To classify songs between category HIP-HOP & ROCK using ML

Notifications You must be signed in to change notification settings

Namangarg110/Genres_Classifier

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Genres_Classifier

  • To classify songs between category HIP-HOP & ROCK using ML

Dataset Used

  • econest-matrix
  • fma-rock-vs-hip-hop

Models Made

  • Tree Classifier
  • Logistic Regression

Library Used

  • PANDAS
  • NUMPY
  • MATPLOTLIB
  • Sci-kit-learn

Best Accuracy

  • Using logistic regression model (0.8115702479338843 using cross validation)
  • Using logistic regression model (0.8784346378018318)

THANK YOU

About

To classify songs between category HIP-HOP & ROCK using ML

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published