
Breaking ties between nearest neighbors
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Computational complexity of finding nearestneighbors
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Sensitivity to outliers
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Inverted index
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Locality sensitive hashing (LSH)
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Kd tree algorithm
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Pros and cons of nearestneighbor methods
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Parzen windows, kernels and SVM
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Similarity distance
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Number of nearest neighbors to use
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Nearestneighbor regression example
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Nearestneighbor regression algorithm
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MNIST digit recognition
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Nearestneighbor classification algorithm
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Voronoi cells and decision boundary
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Intuition for the NearestNeighbor Method
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