Problem : Use the k-means algorithm and Euclidean distance to cluster the following 9 examples into 3 clusters: A1= (-2,-1), A2=(-2,5), A3=(8,-4), A4=(3,-2), A5=(4,5), A6=(6,4), A7=(-1,2), A8=(4,-9), A9=(5,5). Suppose that the initial seeds (centers of each cluster) are A1, A4 and A7. a. Apply kmeans algorithm to tell finally which points are included in C1, C2 and C3. b. Draw all the 9 points on xy plane and circle each cluster to show it makes sense or not.
Problem : Use the k-means algorithm and Euclidean distance to cluster the following 9 examples into 3 clusters: A1= (-2,-1), A2=(-2,5), A3=(8,-4), A4=(3,-2), A5=(4,5), A6=(6,4), A7=(-1,2), A8=(4,-9), A9=(5,5). Suppose that the initial seeds (centers of each cluster) are A1, A4 and A7. a. Apply kmeans algorithm to tell finally which points are included in C1, C2 and C3. b. Draw all the 9 points on xy plane and circle each cluster to show it makes sense or not.
Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter1: Functions
Section1.2: The Least Square Line
Problem 2E
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Problem : Use the k-means algorithm and Euclidean distance to cluster the following 9 examples into 3 clusters: A1= (-2,-1), A2=(-2,5), A3=(8,-4), A4=(3,-2), A5=(4,5), A6=(6,4), A7=(-1,2), A8=(4,-9), A9=(5,5). Suppose that the initial seeds (centers of each cluster) are A1, A4 and A7.
a. Apply kmeans algorithm to tell finally which points are included in C1, C2 and C3.
b. Draw all the 9 points on xy plane and circle each cluster to show it makes sense or not.
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