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How to predict the output with only examples without any ML model?

K Nearest Neighbor, indeed, the simplest supervised machine learning algorithm. k-NN is not explicitly learning a model and predicting the output by looking all the exampled together. It makes the algorithm simple with minimal training phase.
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