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 |