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

question 41

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 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:

Alzheimer Disease

A progressive neurodegenerative disorder characterized by memory loss, cognitive decline, and personality changes, linked to the accumulation of amyloid plaques in the brain.

Mania

A mental state characterized by extremely high energy levels, euphoria, and often impulsive behavior, commonly seen in bipolar disorder.

Inhibitory Synapses

Synaptic connections that decrease the likelihood of the firing action potential of a neuron, thereby reducing neural activity.