SCENARIO 17-15 The Tree Diagram Below Shows the Results of the Classification

question 52

True/False

SCENARIO 17-15
The tree diagram below shows the results of the classification tree model that has been constructed to
predict the probability of a cable company's customers who will switch ("Yes" or "No") into its
bundled program offering based on the price ($30, $40, $50, $60) and whether the customer spends
more than 5 hours a day watching TV ("Yes" or "No") using the data set of 100 customers collected
from a survey.
-Referring to Scenario 17-15, the highest probability of switching is predicted to
occur among customers who do not watch more than 5 hours of TV a day and are offered the
bundled price of lower than $50.

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Definitions:

Complexity

The state or quality of being intricate or complicated, often referring to systems or problems that have multiple interconnected parts.

Pitch

The quality of a sound governed by the rate of vibrations producing it; the degree of highness or lowness of a tone.

Frequency

The rate at which a vibration occurs that constitutes a wave, either in a material (as in sound waves), or in an electromagnetic field (as in radio waves and light).

Sound Wave

A type of pressure wave generated by vibrating objects, traveling through mediums such as air, water, or solids, and perceived as sound by the human ear.