Question: What are common methods to prevent overfitting in decision trees? Limiting the maximum depth of the tree Reducing the minimum samples required to split a

What are common methods to prevent overfitting in decision trees?
Limiting the maximum depth of the tree
Reducing the minimum samples required to split a node
Pruning the tree after it has been built
Increasing the number of features used at each split
Using bootstrapping techniques
 What are common methods to prevent overfitting in decision trees? Limiting

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!