Please answer the following questions:

1. What is the minimum and maximum value of Gini? (There is only one correct answer)

A.-1, 0

B.0, 1

C.-1, 1

D.0, 0.5

2. What is the minimum and maximum value for the Misclassification Error? (There is only one correct answer)

A.1, 2

B.-1, 1

C.0, 0.5

D.0, 1

3. A Decision Tree tells how to classify instances. It can be turned into a list of rules. Which of the following is true (Select the following correct options):

A.The set of rules isn't quite as powerful as the full tree

B.Each leaf node gets turned into one rule

C.Each internal node gets added to the rule as an AND condition

D.The root node gets its own rule

Question 4 is in the attached image below (Please select only one correct answer)

4. The figure below illustrates some plots for some data with respect to the two variables: balance and employment status. If you have to select one of these two variables to classify the data into two classes (circle class and pure class), which one would you select BSplit over whetherk a Split over whether d Balance exceeds 50K applicant is employed Less or equal 50K Over 50K Unemployed Employed Balance A. Balance B. Employment Status C. Balance or Employment Status D. None of the above