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 |