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IAPP Exam AIGP Topic 4 Question 30 Discussion

Actual exam question for IAPP's AIGP exam
Question #: 30
Topic #: 4
[All AIGP Questions]

Random forest algorithms are in what type of machine learning model?

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Suggested Answer: C

Random forest algorithms are classified as discriminative models. Discriminative models are used to classify data by learning the boundaries between classes, which is the core functionality of random forest algorithms. They are used for classification and regression tasks by aggregating the results of multiple decision trees to make accurate predictions.


by Carissa at Jul 07, 2025, 08:18 PM

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Miriam
3 days ago
I'm pretty sure random forests are used for natural language processing. Option D seems right to me.
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Trinidad
10 days ago
Random forests are definitely a type of discriminative model. This is the correct answer, C.
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Yuki
2 days ago
I agree, the correct answer is C) Discriminative.
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Cassi
3 days ago
Yes, random forests are a type of discriminative model.
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