Question: ?Professional Assignment 1 ? CLO 1, CLO 2, CLO 3, CLO 6, CLO 7 1. Data on the amount of the

Question:

 Professional Assignment 1 – CLO 1, CLO 2, CLO 3, CLO 6, CLO 7

1. Data on the amount of the customers' shopping by using an account card and whether they decided to upgrade their account from silver status to platinum status after receiving the upgrade offer is shown in Table 2.

        a.Construct the k nearest neighbors scheme for predicting upgrades based on the data given in Table 2, and interpret the confusion matrix. 

2.According to the data given in part 1, estimate the probability of upgrade for each division of the purchase amount, using Bayes' theorem.

Table 2

Data on the Amount of Shopping and the decision to Upgrade

Note:

1. Paper needs to be formatted in APA 7th edition

2. Explain your work in detail and provide an in-text citation. 

3. Need to have at least 6 peer-reviewed articles as the references (Recommend to find the articles from ProQuest.

4. Need to include the textbook as the references.

6. Please find the textbook and class PPTs in the attachment section.

7.  Textbook Information:

Bowerman, B., Drougas, A. M., Duckworth, A. G., Hummel, R. M. Moniger, K. B., & Schur, P. J.  (2019). Business statistics and analytics in practice (9th ed.). McGraw-Hill

ISBN 9781260187496

8. Please find the image of table 2 in the attachment

9. Please find the Course Learning Outcome list of this course in the attachment