Question: Using the data in the previous question, suppose we end up building a decision tree as follows: where HA is short for heart attack and

Using the data in the previous question, suppose we end up building a decision tree as follows:

where "HA" is short for "heart attack" and "3+" means record/patient 3 is YES on HA. Which of the following statements is true?

It is the smallest decision tree among all possible decision trees that have no error on this training data.
This decision tree is incorrect as it cannot predict using SMOKES or EXERCISES attributes.
This decision tree is incorrect because if we acquire more training data, the tree would be changed.
This decision tree gives the correct result for any new data.

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 Mathematics Questions!