Titlebook: Assessing and Improving Prediction and Classification; Theory and Algorithm Timothy Masters Book 2018 Timothy Masters 2018 prediction.class

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Armando Venâncio,Russell Patersonthat can be alleviated by the strengths of others. By intelligently combining the predictions made by multiple models, a consensus prediction can be made that is nearly always superior to that made by the single best model. This chapter discusses a variety of methods for combining numeric predictions.

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Gating Methods,ishes the techniques of this chapter from the model combination methods described in prior chapters is that a gated combiner requires the use of a dedicated variable or variables to control the combination process, while the previously discussed techniques operate without the benefit of such outside help.

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