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Table 7 PoV and RMSE for independent variable(s) with LR model

From: Using machine learning to find the hidden relationship between RTT and TCP throughput in WiFi

ML technique Independent variable(s) used in model fitting and prediction PoV RMSE
Linear regression R 20.73 3.39
  I 10.65 3.59
  T 4.27 3.71
  M 3.16 3.74
  R + I 21.10 3.38
  R + I + T 23.44 3.33
  R + T + M 23.76 3.33
  R + I + T + M 24.49 3.31
  1. Important results are highlighted in bold