Research Article

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

Table 3

Random Forest optimized parameters set for all four targets using Firefly.

ParametersOptimal values obtained

n_estimators100
max_featuresLog2
criteriongini
max_depth15
min_samples_split5
min_samples_leaf1