Bayesian Classification Quiz

Assuming that the features follow a Gaussian (normal) distribution within each class

Modeling the probability distribution of word occurrences in each class

Calculating the probability that a given data instance belongs to each class and then assigning the instance to the class with the highest probability (correct)

Assuming that features are conditionally independent given the class label

Assuming that features are conditionally independent given the class label (correct)

Calculating the probability that a given data instance belongs to each class and then assigning the instance to the class with the highest probability

Assuming that the features follow a Gaussian (normal) distribution within each class

Modeling the probability distribution of word occurrences in each class

Discrete data (correct)

Ordinal data

Continuous data

Categorical data

<p>They follow a Gaussian (normal) distribution within each class</p> Signup and view all the answers

<p>Bayes' theorem</p> Signup and view all the answers