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Ng et al. (2005) proposed a localized generalization error model (LGEM) and gives an error boundary of localized generalization. We find some errors in the error boundary derivation. This paper gives a new and brief proof about the error boundary. In addition we analysis LGEM theoretically, and propose some issues about the model LGEM to be studied further.
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