Question: For the data set in Exercise 4 , where the two features are denoted by ( x 1 , x 2 ) , define a

For the data set in Exercise 4, where the two features are denoted by (x1, x2), define a new 1-dimensional representation z denoted by the following: z = x1 x2 Is the data set linearly separable in terms of the 1-dimensional representation corresponding to z? Explain the importance of nonlinear transformations in classification problems.

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