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A Cable Television Company Has Randomly Selected a Sample of 637

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A cable television company has randomly selected a sample of 637 Basic package customers for a marketing test to see which customers are more likely to upgrade to the Premium package. They monitored several predictor variables based on customer activity during the most recently billed month. Then they included a special upgrade offer for the Premium package along with their bill. The response variable Upgrade equals Yes if a customer accepted the offer to upgrade to the Premium package and equals No otherwise. Below is the confusion matrix from the k-nearest neighbors classification analysis. A cable television company has randomly selected a sample of 637 Basic package customers for a marketing test to see which customers are more likely to upgrade to the Premium package. They monitored several predictor variables based on customer activity during the most recently billed month. Then they included a special upgrade offer for the Premium package along with their bill. The response variable Upgrade equals Yes if a customer accepted the offer to upgrade to the Premium package and equals No otherwise. Below is the confusion matrix from the k-nearest neighbors classification analysis.   What is the non-upgrader misclassification rate for the k-nearest neighbors classification? A)  .082 B)  .103 C)  .115 D)  .121 E)  .325 What is the non-upgrader misclassification rate for the k-nearest neighbors classification?

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Definitions:

Array Component

A single element or value stored within an array.

Subscript Value

A subscript value is the index number used to identify a specific element within an array or collection in programming.

Indexed Variable

A variable that is part of an array and is accessed by its index, specifying its position within the array.

Index

An index refers to an integer value that indicates a position within an array or list, used to access specific elements.

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