Consider a binary classification problem 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:

(a) Are the rules mutually exclustive?
(b) Is the rule set exhaustive?
(c) Is ordering needed for this set of rules?
(d) Do you need a default class for the rule set?

Transcribed Image Text:

Mileage = High-Value = Low Mileage = Low-→ Value = High Air Conditioner Working, Engine GoodValue High Air Conditioner = Working, Engine = Bad-→ Value = Low Air Conditioner = Broken- Value = Low rt