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@jemoka / Jemoka Knowledge Base / wiki/concepts/nearest_neighbor_method.md
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--- title: "nearest neighbor method" type: concept related: [Machine Learning] source: https://www.jemoka.com/posts/kbhnearest_neighbor_method/ confidence: high status: active --- A very simple machine learning method. For some input \(\qty (\hat{x}, \hat{y})\), find the closest training data point \(\qty (x_{i}, y_{i})\) and return its associated \(z_{i}\), with error \(\mid z_{i} - \hat{z}\mid\). Consider a Voronoi Diagram! This surface is piecewise constant. see also nearest neighbor method and data interpolation