SCENARIO 17-5 The Output Below Shows the Results of the Neural Network

question 95

Short Answer

SCENARIO 17-5
The output below shows the results of the neural network 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 date set of 100 customers collected from a survey.

Business Analytics 17-19
-Referring to Scenario 17-5,out of the 27 customers who did not switch in the validation data set,how many are correctly classified by the neural network?

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Definitions:

Epinephrine

A hormone and neurotransmitter also known as adrenaline, involved in the body's fight-or-flight response.

Aldosterone

A steroid hormone produced by the adrenal gland that regulates salt and water balance in the body.

Adrenal Gland

A pair of endocrine glands located above the kidneys that produce a variety of hormones including adrenaline and cortisol, which help control stress response, blood pressure, and metabolism.

PTH

Parathyroid hormone, a key regulator of calcium levels in the blood and bone metabolism.