Learn how to answer a sample AI-900 exam question about machine learning types. Find out why regression is the correct choice for predicting vehicles on a bridge.
To complete the sentence, select the appropriate option in the answer
Predicting how many vehicles will travel across a bridge on a given day is an example of __________.
Regression is a machine learning task that is used to predict the value of the label from a set of related features.
The correct answer is C. regression. Regression is a type of machine learning that predicts a continuous numerical value based on input features. For example, predicting how many vehicles will travel across a bridge on a given day is a regression problem, because the output is a number that can vary within a range. Classification and clustering are other types of machine learning, but they do not predict numerical values. Classification predicts a discrete label or category for each input, such as spam or not spam. Clustering groups similar inputs together based on their features, such as customer segments.
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