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Table 3 The optimal feature size of nine hybrid models

From: Using improved support vector regression to predict the transmitted energy consumption data by distributed wireless sensor network

ModelsOptimal size of feature subset
RF + Lars17
RF + stepwise30
RF + Boruta30
GBR + Lars34
GBR + Boruta37
GBR + stepwise32
SVR + stepwise35
SVR + Lars26
SVR + Boruta34