Why the MinHashEncoder is great for boosted trees скачать в хорошем качестве

Why the MinHashEncoder is great for boosted trees

Boosted tree models don't support sparse matrices, which might make you think they have trouble encoding text data. There are, however, encoding techniques that can work great without resorting to sparse methods. The MinHash encoder is one such technique and this video explains why it is a great choice for many pipelines. 00:00 Introduction 01:03 Hashing text 05:16 Plotting hashes 06:22 Code demo 09:46 Pipelines The notebooks for the dirty category series can be found here: https://github.com/probabl-ai/youtube... Website: https://probabl.ai/ LinkedIn:   / probabl   Twitter: https://x.com/probabl_ai Discord: https://discord.probabl.ai We also host a podcast called Sample Space, which you can find on your favourite podcast player. All the links can be found here: https://rss.com/podcasts/sample-space/ #probabl