14-2022dau 01/14 2023/10 en by? 23/1 a) A one-dimensional data set is given by: (6, 12, 18, 24, 30, 42, 48}. Illustrate respect K-Means clustering with two clusters Derive the condition for the un-known point p2considering 022da04374-863 bina 2da04374-86 the data set is given by: CC, C2] considering to be member of C the initial centroids as 18, 36 3/10/14-2022da043748638 b) In a binary classification problem of two features with the class labels as {+,-), [5M] (56, 174, +), (61, 173,-), (55, 172,-), (65, 172,-) 23/10/14-2022da04374-86 {(60, 190, +), (56, 185, +), (51, 167, +), (70,175,-), Using 3-Nearest Neighbours, classify the data point (58, 180) 23/10/14-2022da04374 [5M]