Table 4 CatBoost classifier hyper-parameters
From: Detecting web attacks using random undersampling and ensemble learners
Parameter / value | Comment |
|---|---|
Thread count = 8 | Take advantage of parallel processing functionality |
Iterations = 4 | Prevent overfitting |
Max depth = 5 | Prevent overfitting |