Cervical Cancer Diagnosis Model Using Extreme Gradient Boosting and Bioinspired Firefly Optimization

Table 4

XGBoost optimized parameters set for all four targets using Firefly.

Parameters	Optimal values obtained
Booster	gbtree
Random_state	42
nthread	8
learning_rate	0.05
gamma (i.e. min_split_loss)	0.1
max_depth	3