k-NN (k-Nearest Neighbor): Overview, Simple Example
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Let us consider a k-nearest neighbor classifier using Euclidean distance metric on a binary classification task (plus and star in the figure). We assign the class of the test point to be the class of the majority of the k nearest neighbors. Note that a point can be its own neighbor. 10 8 6 4 2 0 0 2 4 6 8 10 How would the point (7,1) be classified using 3-nn? Show your answer with all computation.
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