Table 6 Supervised ranking classifier CatBoost initialization options
From: Detecting cybersecurity attacks across different network features and learners
Parameter/Value | Comment |
|---|---|
thread_count \(= 8\) | Take advantage of parallel processing functionality |
iterations \(= 4\) | Prevent overfitting |
max_depth \(= 5\) | Limit maximum number of features ranked to 32 |