According to the question, how to get the above answer? (Please write step by step.)

Given the following 7 points: (1.0, 1.0), (1.5, 2.0), (3.0, 4.0), (5.0, 7.0), (3.5, 5.0), (4.5, 5.0), (3.5, 4.5), please answer the following questions: 1. Use k-means to cluster the points where k = 3 and starting point is (1.0. 1.0), (3.0, 4.0). (5.0. 7.0). 2. Find the linear discrimination function between classes resulted from 1). Answer (1) D Results O 6 5 O O 4 O 3 O 1 1.5 2 2.5 3 3.5 4 4.5 5 3 Answer (2) Linear function for class BLUE: 2x+ y - 60 (2)