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Table 8 PoV and RMSE for independent variable(s) with RF 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
Random forest R 34.29 3.08
  I 32.89 3.10
  T 87.63 1.33
  M 18.13 3.44
  R + I 47.03 2.76
  R + I + T 76.88 1.81
  R + T + M 76.84 1.82
  R + I + T + M 83.45 1.53
  1. Important results are highlighted in bold