Gradient Boosting Insights

Focusing on the residuals—the difference between predicted and actual outcomes—can uncover significant opportunities for model enhancement. This approach highlights the strength of gradient boosting in addressing misclassifications. Practical business applications are a recurring theme in Kirill's courses, emphasizing the value of these analytical techniques.