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what is difference btw FIRE and Advanced Feature Selection?

cookie_yamyam
Linear Actuator

what is difference btw FIRE and Advanced Feature Selection?

Hello,

 

I have question about Feature Selection.

 

What is different between FIRE and Advanced Featrue Selection?

Both methods are find best models and aggregating features by rank.

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Bogdan Tsal-Tsalko
Data Scientist
Data Scientist

Hi!

Advanced Feature Selection is the name for a family of algorithms such as FIRE, another example is DR Reduced Features. The difference between these two algorithms is the number of stages needed to get results. FIRE is a multistage algorithm and may be applied outside the modeling stage, while DR Reduced Features is one stage, and it is applied during the modeling stage automatically.