Random Forest Regression

Is a random forest a version of Ensemble Learning?

• Yes

• No

What is ensemble learning?

• Using transformers to learn

• Using convolutions to filter

• When you take multiple algorithms or the same algorithms multiple times and you put them together Thant results in a much more powerful version

• None of above

Is the following true, step 1 : Pick at random K Data points from the training set

• Yes

• No

Do you build a decision tree within the steps for a random forest?

• Never

• Only in specific circumstances

• Only if it is necessary

• Yes

Is the following true: We take an average of all the predicted Y values (say from 500 trees as an example)?

• True

• False