Skip to content

Simple 1d robust regression with huber loss in the case of anomalies / outliers

Notifications You must be signed in to change notification settings

p3i0t/robust_regression_with_huber_loss

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 
 
 
 
 

Repository files navigation

Robust Regression with Huber loss

This is a toy example of robust regreesion with huber loss, which is suitable when training samples have outliers. The ground truth is a simple line. The results below show that huber loss could get rid of the outliers.

result

About

Simple 1d robust regression with huber loss in the case of anomalies / outliers

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages