MCQ IN COMPUTER SCIENCE & ENGINEERING

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COMPUTER SCIENCE AND ENGINEERING

MACHINE LEARNING

Question [CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
which of the following is the machine learning task of learning a function that maps an input to an output based on example input-output pairs. It infers a function from labeled training data consisting of a set of training examples.
A
Supervised Learning
B
Un supervised Learning
C
Reinforcement Learning
D
None
Explanation: 

Detailed explanation-1: -Supervised learning (SL) is the machine learning task of learning a function that maps an input to an output based on example input-output pairs.

Detailed explanation-2: -A machine learning task is the type of prediction or inference being made, based on the problem or question that is being asked, and the available data. For example, the classification task assigns data to categories, and the clustering task groups data according to similarity.

Detailed explanation-3: -The three machine learning types are supervised, unsupervised, and reinforcement learning.

Detailed explanation-4: -Unsupervised Learning It is used to draw inferences from datasets consisting of input data without labeled responses. Clustering is the most common unsupervised learning technique.

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