Given a test sample x = (2,5) and the following eight training samples of threecategories, please answer the following questions.(a) Please determine the category of x using the single-nearest neighbor algo-rithm.(b) Please determine the category of x using the k-nearest neighbor algorithm,where k = 3.Training examples Category Training examples Categorye = (5, 1)TW3f = (4,5)a = (3,9)b = (1,3)c = (1, 2)d(3,8)الW3W3W1gh(6,9)(7,3)ولاالاW3

In the single nearest neighbour algorithm we find the neighbour which is closest to the test sample…

Answered: Given a test sample x = (2,5) and the…

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