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?
- Regression
- Classification
- Clustering
- All of the above
Check 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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