Challenge - GBDT Parameter Fine-Tune
Explore how to fine-tune key GBDT parameters like learning rate, number of estimators, and minimum samples per leaf using Grid Search. Learn to load and split the breast cancer dataset, apply gradient boosting classification, and maximize the F1-score to improve model performance.
We'll cover the following...
We'll cover the following...
Challenge - GBDT parameter finetune
In this challenge, you need to do the following tasks:
- Load the breast