##  [Regularization Path](/regularization-path) 

  ##  [Regularization Path](https://natural.quantumdictionary.io/regularization-path-0) 

  

 [![Natural & Formal Sciences Dictionary](/sites/default/files/styles/large/public/2026-01/Natural%20%26%20Formal%20Sciences.png.webp?itok=2kCDRVQv)](/topic-specific-dictionaries/natural-formal-sciences)



**Natural & Formal Sciences Dictionary**

 







 

 

 

 



 

 

 

 

Definition

The family or curve of model solutions parameterized by a regularization hyperparameter (e.g., penalty strength); it traces how estimated parameters change continuously as the penalty is varied from strong to weak regularization.