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Differential Equations Solutions 54

# Differential Equations Solutions 54 - 64 Chapter 11...

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64 Chapter 11. Solutions: Case Study: Classified Information -1 -0.5 0 0.5 1 -1 -0.5 0 0.5 1 Original Data -1 -0.5 0 0.5 1 -1 -0.5 0 0.5 1 2 clusters -1 -0.5 0 0.5 1 -1 -0.5 0 0.5 1 3 clusters -1 -0.5 0 0.5 1 -1 -0.5 0 0.5 1 4 clusters Figure 11.5. Clustering the data for Challenge 5 using the first initializa- tion of centers. CHALLENGE 11.5. The website contains a sample program, and Figures 11.5 and 11.6 display the results. Each datapoint is displayed with a color and symbol that represent its cluster. An intuitive clustering of this data is to make two vertical clusters, as determined by the algorithm with the first initialization and k = 2. Note, however, that the distance between the top and bottom data points in each
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