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Clustering and Curve Fitting by Line Segments

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Figure

Figure 1. k=1 for k-means and NNS partitioning. The single point shown as a square box is identicalfor both methods.
Figure 2. k=3 for k-means and NNS partitioning. NNS further partitions from the 1st point and sharesno points in common with k-means.
Figure 3. k=8 for k-means and NNS partitioning. As the number of k increases, NNS and k-means willgenerate more identical points.
Figure 4. Nonlinear data, NNS Clusters and fitted regression lines along the right hand column forO=1:3.
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