shapeofdata.wordpress.com/2013/05/07/k-nearest-neighbors

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https://shapeofdata.wordpress.com/2013/05/07/k-nearest-neighbors

K-Nearest Neighbors

Two posts back, I introduced the Nearest Neighbor classification algorithm and described how it implicitly defines a distribution made up of Voronoi cells around the data points, with each Voronoi cell labeled according to the label of the point that defines it. We saw that this algorithm is very flexible because it does not assume…



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K-Nearest Neighbors

https://shapeofdata.wordpress.com/2013/05/07/k-nearest-neighbors

Two posts back, I introduced the Nearest Neighbor classification algorithm and described how it implicitly defines a distribution made up of Voronoi cells around the data points, with each Voronoi cell labeled according to the label of the point that defines it. We saw that this algorithm is very flexible because it does not assume…



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https://shapeofdata.wordpress.com/2013/05/07/k-nearest-neighbors

K-Nearest Neighbors

Two posts back, I introduced the Nearest Neighbor classification algorithm and described how it implicitly defines a distribution made up of Voronoi cells around the data points, with each Voronoi cell labeled according to the label of the point that defines it. We saw that this algorithm is very flexible because it does not assume…

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