Scanner Data Gathered from Various Supermarket Chains Were Merged with Data

question 7

Multiple Choice

Scanner data gathered from various supermarket chains were merged with data from the travel industry (e.g., airlines, hotels, etc) into one data warehouse.Suppose the goal of
Data mining using this data warehouse is to predict whether a customer's expenditures on
International specialty food items would increase, decrease or stay the same in the next
Year.What technique might be most appropriate for achieving this goal?

• A)Neural network.
• B)Unsupervised problem.
• C)Tree model.
• D)Nodal network.
• E)None of the above.

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Definitions:

Closure

The emotional or psychological resolution or conclusion that comes after a significant event or experience, often helping individuals move on.

Perceptual Constancy

The phenomenon that allows us to perceive objects as maintaining stable properties, such as size, shape, and brightness, despite differences in distance, viewing angle, and lighting.

Objects

In psychology, objects can refer to physical items in the external world that can be perceived by the senses, often studied in the context of how humans interact with and attribute meaning to them.

Vestibular Senses

Vestibular senses are related to balance and spatial orientation, arising from the vestibular system in the inner ear, helping to maintain equilibrium and coordinate movements.