Establish a similar equivalence for a classification network

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Establish the exact correspondence between the projection pursuit regression model (10.1) and the neural network (10.5). In particular, show that the single-layer regression network is equivalent to a PPR model with gm(ωTmx) = βmσ(α0m + sm(ωTmx)), where ωm is the mth unit vector. Establish a similar equivalence for a classification network.

Reference no: EM131044853

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