XGBoost, Weighted Metrics and Hyperopt
This is a tutorial/explanation of how to set up XGBoost for imbalanced classification while tuning for imbalanced data.
There are three main sections:
Hyperopt/Bayesian Hyperparameter Tuning
Focal and Crossentropy losses
XGBoost Parameter Meanings...
theforce.hashnode.dev10 min read