Naive Bayes explained: Why "naive"?, the problem of rare values, continuous features, regression

In this video, we are going to cover some additional points about the Naive Bayes algorithm, namely: What’s “naive” about Naive Bayes, how to handle the problem of rare values, how to handle continuous features and classification vs. regression.

Links:
- Corresponding blog post (and slides): https://www.sebastian-mantey.com/theory-blog/naive-bayes-algorithm-explained-p2
- Kaggle Titanic Data Set: https://www.kaggle.com/c/titanic
- "Naive Bayes explained" playlist: https://www.youtube.com/watch?v=HEZDGxEvW0k&list=PLPOTBrypY74wcpPeB2pgkGgx0y3Y3fwUK

Timestamps:
0:00 - Intro
0:28 - What's "naive" about Naive Bayes
8:33 - How to handle the problem of rare values
14:34 - How to handle continuous features
17:19 - Classification vs. Regression

Видео Naive Bayes explained: Why "naive"?, the problem of rare values, continuous features, regression канала Sebastian Mantey