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/theo...
Kaggle Titanic Data Set: https://www.kaggle.com/c/titanic
"Naive Bayes explained" playlist: • Naive Bayes explained
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