Table 1 Accuracy for regression with different models when \(k=0.5\)
From: Modeling and predicting evacuation flows during hurricane Irma
Regression | RMSE | Rsquared | MAE |
|---|---|---|---|
SVM-1 | 1.6301+/−0.3811 | 0.7192+/−0.1320 | 0.8293+/−0.1080 |
RF-1 | 1.8378+/−0.6054 | 0.6441 +/−0.1049 | 0.8719+/−0.1306 |
XgbTree-1 | 1.9327+/−0.5201 | 0.6358+/−0.1199 | 0.9446+/−0.1280 |