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2009-12-24

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:



Figure1. Rules 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?

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