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Consider a classification problem where we are given a training set of examples and labels Sn = (xi, yi) i=1 to n, where xi ∈ ℝ and yi ∈ -1, 1.Assume a different data set for the two problems below:1. (1)2.5 points possible (graded results hidden)Consider a classification problem where we are given a training set of examples and labels Sn = (xi, yi) i=1 to n, where xi ∈ ℝ and yi ∈ -1, 1.Suppose for a moment that we are able to find a linear classifier with parameters θ and θ0 such
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