Which of the following are common classes of problems in machine learning?RegressionClassificationClusteringAll of the aboveCheck Answer
Question
Which of the following are common classes of problems in machine learning?RegressionClassificationClusteringAll of the aboveCheck Answer
Solution
All of the above. In machine learning, common classes of problems include Regression, Classification, and Clustering.
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Regression: This is a type of problem where the output is a continuous value. For example, predicting the price of a house based on different features like the number of bedrooms, location, etc.
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Classification: This is a type of problem where the output is a categorical value. For example, determining whether an email is spam or not spam.
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Clustering: This is a type of problem where the goal is to group similar instances together. For example, customer segmentation in marketing.
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