10 Questions
What is the purpose of a decision tree?
To output a yes/no decision based on input properties
In the context of a restaurant, what does the 'Patrons' variable represent?
Number of people in the restaurant (None, Some, Full)
What does the 'Reservation' variable indicate in the decision tree for a restaurant?
Whether a reservation was made
Which variable in the decision tree represents the kind of cuisine offered by the restaurant?
Type
What does the 'WaitEstimate' variable indicate in the decision tree?
Estimated wait time for a table (0-10 mins, 10-30, 30-60, >60)
What are the potential variables that could affect the decision on whether to wait for a table at a restaurant?
Alternate, Lounge, Fri/Sat, Hungry, Patrons, Price, Raining, Reservation, Type, WaitEstimate
What is the purpose of a decision tree in the context of decision making based on information?
A decision tree takes as input an object or situation described by a set of properties, and outputs a yes/no 'decision'.
How is the 'Patrons' variable defined in the decision tree for a restaurant?
It represents the number of people in the restaurant categorized as None, Some, or Full.
What does the 'Type' variable indicate in the decision tree for a restaurant?
It represents the kind of restaurant, such as Indian, Chinese, Thai, or Fastfood.
What does the 'WaitEstimate' variable indicate in the decision tree for a restaurant?
It indicates the estimated wait time, categorized as 0-10 mins, 10-30 mins, 30-60 mins, or more than 60 mins.
Test your knowledge of decision trees and their application in decision making with this quiz from the Indian Institute of Technology Kharagpur. Explore how decision trees process input data to generate decisions and understand the variables that influence decision-making processes. This quiz is ideal for students of computer science and engineering, offering insights into the practical applications of decision trees.
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