Table 13 LightGBM classifier initialization options
From: Detecting cybersecurity attacks across different network features and learners
Parameter/Value | Comment |
|---|---|
bagging_fraction \(= 0.01\) | Faster training and prevent overfitting; |
bagging_freq \(= 10\) | Necessary to specify along with bagging_fraction |
max_bin \(= 32\) | Prevent overfitting |