Table 6 Grid search ranges for hyperparameters.
From: Case study on climate change effects and food security in Southeast Asia
Parameter | Tested set | Chosen value |
|---|---|---|
\(reg\_alpha\) | 0, 0.1, 1 | 0.1 |
\(reg\_lambda\) | 1, 10, 100 | 1 |
\(max\_depth\) | 3, 4, 5 | 5 |
\(learning\_rate\) | 0.001,  0.01,  0.1 | 0.01 |
\(n\_estimators\) | 50, 100,  200,  400 | 200 |
