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Insightforge | Data Science & AI on Instagram: "K-Nearest Neighbors (KNN) is one of the simplest yet most intuitive supervised machine learning algorithms, useful for both classification and regression. The idea is straightforward: predictions are made based on similarity. Imagine a scatter plot with red and blue points, each representing a different class. When a new data point appears, KNN checks its “K” nearest neighbors (a parameter you choose). For example, if K=3 and among the 3 closest ne
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