Problem
Analyze the attached data for a telecommunications company using the k-Nearest Neighbors (kNN) method and a report summarizing the model. You will create visual representations throughout the submission to show each step of your work and to visually represent the findings of your data analysis. All algorithms and visual representations used need to be captured and should be submitted as part of your report. In addition, you will compare the performance of the classification method and the logistic regression model that you previously constructed. To construct a kNN model and compare it to the logistic regression model from the same data set, complete the following:
A. Apply the kNN method on the data set. Annotate the data, showing both the method and your interpretations of the results.
B. Outline the assumptions and limitations of the method.
C. Compare the kNN and the logistic regression models. Describe the evaluation framework that you used and identify which model performs better using the assessment criteria from the framework.
D. Provide a detailed description of the comparison in a separate document.