Table 2 Result of determining the best parameters in XGB model based on PSO algorithm.
From: GIS-based non-grain cultivated land susceptibility prediction using data mining methods
Parameters | XGB | PSO-XGB |
|---|---|---|
n-rounds | 150 | 557 |
Lamba | 0.1 | 1 |
Alpha | 0.1 | − 0.11184 |
Eta | 0.3 | 3 |
Population size | – | 20 |
RMSE | 0.31172 | 0.28542 |
