ISYE 6501 Midterm 1 _ Intro Analytics Modeling - ISYE-6501_O01-OAN_O01_MSA-Georgia Institute Of Technology

ISYE 6501 Midterm 1 • Due Mar 15 at 2am • Points 100 • Questions 45 • Available until Mar 15 at 2am • Time Limit 95 Minutes Instructions This quiz was locked Mar 15 at 2am. This element is a more accessible alternative to drag & drop reordering. Press Enter or Space to move this question. Question 1 9 / 13 pts 1. For each of the 13 models/methods, select the choice that includes the category of question it is commonly used for. For models/methods that have more than one correct category, the one it is most commonly used for; for models/methods that have no correct category listed, select "None". i. ARIMA Response prediction ii. CART Classification and Response prediction iii. Cross validation Validation iv. CUSUM None of the other choices v. Exponential smoothing Response prediction vi. GARCH Variance estimation vii. kmeans Classification viii. k-nearest-neighbor Clustering ix. Linear regression Validation x. Logistic regression Classification and Response prediction xi. Principal component analysis Validation xii. Random forest Classification and Response prediction xiii. Support vector machine Classification Answer 1: Classification Clustering Correct! Response prediction Validation Variance estimation None of the other choices Answer 2: Correct! Classification and Response prediction Clustering Validation Variance estimation None of the other choices Answer 3: Classification and Response prediction Clustering Correct! Validation Variance estimation None of the other choices Answer 4: Classification and Response prediction Clustering Validation Variance estimation Correct! None of the other choices