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)
To make all probabilities equal
To speed up calculations
To avoid zero probabilities when we haven't seen a scenario in our training data
To make probabilities larger
1
2
3
8
To turn multiplication into addition and avoid numerical underflow
Because logarithms make probabilities bigger
Because computers can only work with logarithms
To make all probabilities negative