Are the rules mutually exclustive?

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:


No

Computer Science & Information Technology

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