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Google Professional Data Engineer

Google Professional Data Engineer

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You are provided with a dataset visualized in the graphic below, where each data point has two dimensions, X and Y. The shade of each dot signifies its class membership. To improve the classification accuracy of this data using a linear algorithm, it is necessary to introduce an additional synthetic feature. What should be the value of this synthetic feature?

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