Aiphabet
Introduction to Artificial Intelligence

Introduction to Artificial Intelligence

Unit: Machine Learning

Lesson: Naive Bayes Classifier

What is a Naive Bayes Classifier?

Predicting Movie Plans Example

Naive Bayes Basics Quiz

Handling New Situations

Naive Bayes Advanced Quiz

Naive Bayes Notebook (Optional)

>Courses>Introduction to Artificial Intelligence>Machine Learning>Naive Bayes Classifier>Naive Bayes Basics Quiz

Naive Bayes Basics Quiz

  1. Leila just received a text message from an unknown number. Her phone's spam detection system uses Naive Bayes to classify messages. Which probability would be most important for the system to calculate?
  1. Why is the Naive Bayes classifier called "naive"?
  1. Using the movie-watching example from the article, if your homework isn't done and it's sunny outside, what would the Naive Bayes classifier need to calculate first?
  1. If you're building a music recommendation system using Naive Bayes, what does Bayes' Rule help you do?
  1. In the movie-watching scenario, why did we multiply the probabilities together rather than add them?