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EURASIP Journal on Wireless Communications and Networking

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

Models

Optimal size of feature subset

RF + Lars

17

RF + stepwise

30

RF + Boruta

30

GBR + Lars

34

GBR + Boruta

37

GBR + stepwise

32

SVR + stepwise

35

SVR + Lars

26

SVR + Boruta

34

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