(3) The KNN Classification Analysis

In this assignment, you are assigned to a task to demonstrate and perform a KNN classification analysis in a business context.

You will

Select a dataset from HealthData.gov (https://healthdata.gov/browse?limitTo=datasets&sortBy=newest&utf8=%E2%9C%93)

Describe the dataset you select.

Perform a KNN classification analysis on the variables of the dataset you select.

Set up and run the model in JASP by selecting Number of Clusters values.

Identify and explain the optimal Number of Clusters value and classification accuracy.

Discuss a basic approach to the problem.

Review the model results information in the JASP and summarizing the key points, including screenshots.

Discuss general findings, and overall conclusions based on the results of the analysis.