What is random forest in simple terms?

Related questions

1. Why are variables important in research?
2. What is random forest feature importance?
3. How feature importance is calculated?
4. What is XGBoost feature importance?
5. How does random forest work?
6. Why do we need feature extraction?
7. How does random forest select features?
8. What is feature in feature extraction?
9. How does feature selection work?
10. What is Lasso feature selection?

Tags

1. #method
2. #forests
3. #prediction
4. #decision
5. #regression
6. #class
7. #outputting
8. #tasks
9. #training
10. #learning
11. #random
12. #operates
13. #other
14. #constructing
15. #trees
16. #ensemble
17. #multitude
18. #classes
19. #classification