Scanner data gathered from various supermarket chains were merged with data from the travel industry into one data warehouse.Suppose data mining is employed to answer
The following questions.Which is considered a classification problem?
A)Whether or not a customer is interested in eco-friendly travel products.
B)How much a customer spends annually on travel related products?
C)How much a customer spends annually on international specialty food items?
D)Both B and C

Question

Quizplus · Accepted Answer

Classification problems are those where the goal is to classify data into predefined categories or groups. In this case, the question of whether or not a customer is interested in eco-friendly travel products involves grouping customers into those who are interested and those who are not interested, making it a classification problem. Both options B and C involve numeric predictions and are therefore not classification problems.

Scanner Data Gathered from Various Supermarket Chains Were Merged with Data