Decision Trees
Bachelor of Science in Computer Science · University · Machine Learning
This unit delves into the fundamentals of decision trees, covering tree construction algorithms and pruning techniques. Students will explore applications of decision trees in both classification and regression tasks.
Zum Üben gibt es 62 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to Decision Trees
- Tree Construction Algorithms (ID3
- C4.5
- CART)
- Pruning Techniques (Pre-pruning
- Post-pruning)
- Decision Tree Applications in Classification
- Decision Tree Applications in Regression
- Evaluation Metrics for Decision Trees
Stichworte
- Decision Trees
- Tree Construction
- Pruning
- Classification
- Regression
- Machine Learning