Decision Trees in Machine Learning
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FAQ 4:
In what domains are decision trees commonly used?
Decision trees find relevance in various domains such as finance, medicine, customer relationship management, marketing, manufacturing, and fraud detection, among others.
FAQ 5:
How can decision trees be improved in machine learning?
Decision tree performance can be improved through techniques such as pruning, ensemble methods like random forests, feature selection, and hyperparameter tuning.