Question: 7. Consider a binary classification problem (Output Value={Low, High}) with the following set of attributes and attribute values: Air Conditioner = { Working, Broken }
7. Consider a binary classification problem (Output Value={Low, High}) with the following set of attributes and attribute values:
Air Conditioner = {Working, Broken}
Engine = {Good, Bad}
Mileage = {High, Medium, Low}
Rust = {Yes, No}
Suppose a rule-based classifier produces the following rule set:
Mileage = High Value = Low
Mileage = Low Value = High
Air Conditioner = Working, Engine = Good Value = High
Air Conditioner = Working, Engine = Bad Value = Low
Air Conditioner = Broken Value = Low
(a) Are the rules mutually exclusive? Explain.
(b) Is the rule set exhaustive? Explain.
(c) Is ordering needed for this set of rules? Explain.
(d) Do you need a default class for the rule set? Explain.
Step by Step Solution
There are 3 Steps involved in it
Get step-by-step solutions from verified subject matter experts
