SCENARIO 17-3 The Tree Diagram Below Shows the Results of the Classification

question 12

True/False

SCENARIO 17-3
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.
-True or False: Referring to Scenario 17-3, the highest probability of switching is predicted to
occur among customers who watch more than 5 hours of TV a day and are offered the bundled
price of lower than $50.

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Definitions:

Variable Costing

An accounting method that only includes variable costs (costs that change with production levels) in the cost of goods sold and treatment of fixed costs.

Production Costs

The total expenses incurred in the manufacture of products, including costs related to labor, raw materials, and overhead.

Variable Production Costs

Expenses that fluctuate with the level of output or production, including costs like raw materials and direct labor.

Fixed Production Costs

Costs that do not change with the level of production, such as rent for factory space or salaries for permanent staff.