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Artificial Intelligence & Machine Learning
Q28 / 100
What is a generative model vs a discriminative model?
Correct! Well done.
Incorrect.
The correct answer is B) Generative models learn P(X,Y) and can generate new data; discriminative models learn P(Y|X) directly to classify or predict
B
Correct Answer
Generative models learn P(X,Y) and can generate new data; discriminative models learn P(Y|X) directly to classify or predict
Explanation
Discriminative (logistic regression, SVM, neural net classifiers): learn decision boundary P(Y|X). Generative (Naive Bayes, VAE, GAN, LLMs): model the data distribution, enabling generation of new samples.
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