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Machine Learning Foundations, Quiz 1

September 2023 term, 29 Oct 2023, Set QPD2

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Question 1

+2−0Multiple correct

Which of the following is/are supervised learning task(s)?

Select all that apply

Select all that apply.

A.
Predicting future weather conditions based on the past weather observations.
B.
Reducing the dimensionality of images while retaining essential features, enabling efficient storage and transmission.
C.
Identifying objects in images with multiple categories, such as cats, dogs, cars, and trees.
D.
Categorizing news articles into topics like politics, sports, entertainment, and technology.

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Which of the following is/are supervised learning task(s)? Consider the following input data points: Figure from the original question paper Which among the following models has the least misclassification error? Figure from the original question paper