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Table 9 PoV and RMSE for a principal component with RF model

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

ML technique Principal component used in model fitting and prediction PoV RMSE
Random forest PC1 99.61 0.23
  PC2 87.30 1.37
  PC3 90.95 1.17
  PC4 80.34 1.67
  PC5 91.53 1.11
  1. Important results are highlighted in bold