please provide a source code repository for a machine learning algorithm that uses clustering and is about mall customer segmentation
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What is the practice of gathering up several objects and separating them into groups of similar objects called? Cluster Analysis Market Segmentation Data Mining Supervised Machine Learning
Madhur L.
Supreeta N.
a) Given are the two dimensional points A(2, 6), B(3, 5), C(4, 7), D(9, 2), E(5,10), F(11,7). Compute single-link bottom-up hierarchical clustering using the Euclidean Distance formula. Show the clusters representation in xy-plane and draw a dendrogram of it. b) Given are the points A = (2,3), B = (3,3), C = (3,2), D = (-2,5), E = (-3,-2), F = (-2,-2). Starting from initial clusters Cluster1 = {A} which contains only the point A and Cluster2 = {D} which contains only the point D, run the K-means clustering algorithm and report the final clusters. Use L1 distance as the distance between points which is given by d ((x1, y1), (x2, y2)) = | x1 – x2 | + | y1 – y2 |. Draw the points on a 2-D grid and check if the clusters make sense. You may stop the clustering process if it found that two iterations have the same clusters, otherwise, at least 4 iterations are required.
Juhi S.
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