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large KINGDOM OF SAUDI ARABIA | JAZAN UNIVERSITY COLLEGE OF ENGINEERING & COMPUTER SCIENCE ASSIGNMENT II - Academic Year Semester First Course with code Theory of Computation COMP) Section Type of Assignment Individual Marks 15 Date of Announcement 5/11/ Due Date 30/11/ ASSIGNMENT PROBLEM STATEMENT [1] Given the simple linear regression equation: Y= − + X Predict the house price for a home that is 1, square feet. [2] Suppose a classification model made the following predictions: a. True Positives = 70 b. True Negatives = 20 c. False Positives = 10 d. False Negatives = 5 Calculate the accuracy, precision, and recall of the model. Show your steps. [3] Compare K-Means Clustering and DBSCAN based on the following criteria: a. How they form clusters b. Whether they require pre-setting the numb…