Microsoft Azure AI Fundamentals — Question 210

Predicting agricultural yields based on weather conditions and soil quality measurements is an example of which type of machine learning model?

Answer options

• A. classification
• B. regression
• C. clustering

Correct answer: B

Explanation

The correct answer is regression because it is used to predict continuous outcomes, such as agricultural yields. Classification is incorrect as it deals with categorizing data into discrete classes, while clustering is not applicable here as it involves grouping similar data points without predicting a specific outcome.