Which of the following helps in avoiding overfitting in decision trees?
A. Adding more irrelevant attributes
B. Generating a tree with fewer branches
C. Generating a complete tree then getting rid of some branches
D. All of the above
Answer:B
Which of the following helps in avoiding overfitting in decision trees?
A. Adding more irrelevant attributes B. Generating a tree with fewer branches C. Generating a complete tree then getting rid of some branches D. All of the above