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FIG 4. A 2D example shows the effect of the configuration of the NN on the boundary. Two features (F1 and F2 axes) describe two classes (black and white dots) (A). In this example, the boundary is not linear. Boundaries (dotted lines) and schematics of NNs that would create them are shown for networks with one (B), two (C), and three (D) hidden nodes.
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