automl framework

왜 manual 로 하냐?

• kaggle 같은데 보면 상위권은 manual feature engineering 이다.

• auto-ml 장점은?

For me, one of the advantages is that sometimes it finds a good algorithm that I have not tried (or thought) and that it avoids me spending some coding time. Also, it happens to do some good ensembles of different models.

• https://datascience.stackexchange.com/questions/65787/auto-ml-vs-manual-ml-for-a-project

어떤게 좋으냐?

auto-sklearn 으로 시작해도 좋을 듯

비교 결과 - https://medium.com/georgian-impact-blog/choosing-the-best-automl-framework-4f2a90cb1826