what is difference btw FIRE and Advanced Feature Selection?

[cookie_yamyam]

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.

[Bogdan Tsal-Tsalko · Accepted solution]

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.