Decision Tree, Machine Learning, Data Science, Cart, Decision Tree Algorithm.
Ensuring the homogeneity of instances within each leaf is crucial for accurate predictions. The tree aims to create leaves where the instances share similar characteristics, optimizing the decision-making process. 4. Ensemble Strategies: Growing a Forest Individual decision trees can be powerful,