Table 5 CatBoost classifier hyper-parameters
From: Investigating rarity in web attacks with ensemble learners
Parameter / Value | Comment |
|---|---|
thread count = 8 | Take advantage of parallel processing functionality |
iterations = 4 | Prevent overfitting |
max depth = 5 | Prevent overfitting |