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Equation used for the
clustering. Theta
is the classifier parameters. We used this equation on three different
classifiers: linear separator, mixture of Gaussians, and k-Nearest
Neighbor. |
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Subset of data samples used in
the clustering problem below. Circle color indicates ground truth. |
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Example of clustering for a
2-classes problem, with 20 distinct regions in feature space and 2000
points. |
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Subset of data samples used in
the clustering problem below. Circle color indicates ground truth. |
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Example of clustering for a
3-classes spiral problem, with 6000 points. |