Georgia Institute Of Technology ISYE 6501 | Homework #1 2025 | Answered 100% Correct.

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Georgia Institute Of Technology ISYE 6501: Homework #1 Spring 2025/2026 (Answered Correctly). ##Question 2.1 Describe a situation or problem from your job, everyday life, current events, etc., for whi... ch a classification model would be appropriate. List some (up to 5) predictors that you might use. ##Question 2.2 1. Using the support vector machine function ksvm contained in the R package kernlab, find a good classifier for this data. Show the equation of your classifier, and how well it classifies the data points in the full data set. (Don’t worry about test/validation data yet; we’ll cover that topic soon.) 2. You are welcome, but not required, to try other (nonlinear) kernels as well; we’re not covering them in this course, but they can sometimes be useful and might provide better predictions than vanilladot. 3. Using the k-nearest-neighbors classification function kknn contained in the R kknn package, suggest a good value of k, and show how well it classifies that data points in the full data set. Don’t forget to scale the data (scale=TRUE in kknn). [Show More]

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