COMPUTER SCIENCE AND ENGINEERING
MACHINE LEARNING
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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K-Means
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PCA
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Both of these
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None of these
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Detailed explanation-1: -Q2) Which of the following is an example of a deterministic algorithm? A deterministic algorithm is one in which output does not change on different runs. PCA would give the same result if we run again, but not k-means clustering.
Detailed explanation-2: -PCA is a deterministic algorithm which doesn’t have parameters to initialize and it doesn’t have local minima problem like most of the machine learning algorithms has.
Detailed explanation-3: -Expert-Verified Answer PCA is the one of example for a deterministic algorithm.
Detailed explanation-4: -Examples of deterministic models are timetables, pricing structures, a linear programming model, the economic order quantity model, maps, accounting.
Detailed explanation-5: -In computer science, a deterministic algorithm is an algorithm that, given a particular input, will always produce the same output, with the underlying machine always passing through the same sequence of states.