##  [Dimensionality Reduction](/dimensionality-reduction) 

  ##  [Dimensionality Reduction](https://mathlogic.quantumdictionary.io/dimensionality-reduction-0) 

  

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- Natural & Formal Sciences -

**Mathematics & Logic Dictionary**

 







 

 

 

 



 

 

 

 

Definition

Techniques that reduce the number of variables under consideration by finding lower-dimensional representations (projections or encodings) that preserve essential structure, variance, or predictive information from high-dimensional data.