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Heatmaps of true and estimated optimal treatment rules: (a) average treatment assignment as a function of x1 and x2 over 25 learned decision rules for (7), with p = 25 and n = 250; (b) optimal treatment assignment as a function of x1 and x2 for (7); optimal treatment assignment for (7) depends exclusively on x1 and x2.
