An analyst at a telecommunications company wants to forecast the number of customer service calls expected next month based on data from previous months.
Which machine learning technique is most suitable for this task?
Classification
Clustering
Regression
Regression is the appropriate technique for predicting continuous numerical values, such as the number of customer service calls. It models the relationship between dependent and independent variables to forecast future values.
Classification is used for predicting categorical outcomes
Clustering groups data points based on similarity without prior labels.
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