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Consider what would happen if we applied a linear transformation to each data point x - | x 1 , x 2 | as follows:
Consider what would happen if we applied a linear transformation to each data point as follows: and where and are realvalued constants. Assume that there exists a zero crror perceptron modet for the original training set with parameters
If the original data set is linearly separable with positive margin, is there always a set of parameters for a zeroerror perceptron model on the transformed training set? Either derive the new parameter vector Wshowing your work or explain why no such parameters exist.
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