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Ased on similarity with K most similar cases Case based reasoning Reasoning by analogy Collaborative Filtering Use preferences in addition to similarity with past cases Rents in Tuxedo, NY ? Similarity based on Population and Home-value Rents in Tuxedo Finding neighbors distance metric Consider K nearest neighbors Using data from neighbors to estimate rent in Tuxedo Combining data from neighbors (Combination function) Average of median rent values in neighbo.

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