Decision Trees
Machine Learning · Further Education · Machine Learning Algorithms
This unit introduces the concept of decision trees, a powerful machine learning algorithm used for both classification and regression tasks. Students will learn the fundamentals of decision tree construction, including entropy, information gain, and pruning techniques.
Zum Üben gibt es 52 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to Decision Trees
- Decision Tree Construction
- Entropy and Information Gain
- Pruning Techniques
- Applications of Decision Trees
- Advantages and Disadvantages of Decision Trees
Stichworte
- Decision Trees
- Supervised Learning
- Classification
- Regression
- Entropy
- Information Gain
- Pruning
- Machine Learning