StackedML
Practice
Labs
Questions
Models
Pricing
Sign in
Questions
/
ML Fundamentals
/
Core Concepts
/
Generative vs discriminative models
← Previous
Next →
271.
Examples of Generative Models
easy
Which of the following is an example of a generative model?
A
Random forest, because it generates multiple decision trees and aggregates their predictions
B
Naive Bayes, because it models the class-conditional feature distribution P(X | Y)
C
Support vector machine, because it learns a generative margin between classes in feature space
D
Logistic regression, because it models the probability of each class given the input features
Sign in to verify your answer
← Back to Questions