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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. 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. 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.
-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:

Genetic Factors

Components of an organism's genetic makeup that influence its characteristics, traits, and predispositions to certain conditions or behaviors.

Big Five Traits

The Big Five personality traits model outlines five broad dimensions of human personality: openness, conscientiousness, extraversion, agreeableness, and neuroticism, believed to encompass the spectrum of human personality.

Heritability

The proportion of variation among individuals that can be attributed to genetic factors, often used in the context of traits or behaviors.

Fraternal Twins

Siblings born at the same time who are genetically as similar as regular siblings because they are the result of two separate eggs fertilized by two different sperm.

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