What does a probability distribution provide?
Answer options
A
A measure of model error
B
A decision boundary for classification
C
A method for generating new data
D
A mathematical description of outcomes for a random
E
variable
F
A training method for models
Correct answer: A mathematical description of outcomes for a random, variable
Explanation
A probability distribution provides a mathematical description of the likelihood of outcomes for a random variable — specifying how probability mass or density is assigned across all possible values. Options [3] and [4] together form the complete answer: 'A mathematical description of outcomes for a random variable.'