ID3 Decision tree algo quiz

Tree/Rule based classification algorithms generate ... rule to perform the classification

• if-then

• while

• do while

• switch

Which of the following sentences are correct in reference to Information gain?

• It is biased towards single-valued attributes

• It is biased towards multi-valued attributes

• ID3 makes use of information gain

• The approach used by ID3 is greedy

Which one of these is a tree based learner?

• Rule based

• Bayesian Belief Network

• Bayesian classifier

• Random Forest

What is the approach of basic algorithm for decision tree induction?

• Procedural

• Top Down

• Greedy

• None

Which of the following classifications would best suit the student performance classification systems?

• If...then... analysis

• Regression analysis

• Cluster analysis

• None