Genetic Algorithm for Feature Engineering | Genetic Algorithm in Artificial Intelligence

[@fawadkhan8905]

What a wonderful personality!

[@franckmiller2053]

I have used sklearn genetic opt package

[@CodeJoeTheDuke]

Thank you for this video. I would love to ask a few questions. If you have done feature engineering and realized from the metrics that you are having almost a perfect cv (indicating that there might be data leakage), can genetic algorithm solve that? And the last question is, how do you solve data leakage? It is quite difficult to see where your data actually leaks. Thank you in advance.

[@UnfoldDataScience]

Data leakage basic solutions- keep data sets separate(train, test , validate) Can GA solve that - GA works on an altogether different approach so I don't see how it relates to data leakage

[@ryu_no_kagizume]

I have around 300 features. I am thinking should I try using the GA or not.

[@UnfoldDataScience]

Yes if data size and compute resources support it