cs343 p. 393

Example of Rule Induction[Quinlan, ``Learning Efficient Classification Procedures'', Machine Learning, Morgan Kaufmann Publ., 1983.]

Classifications = { +, -}

Features = {height, hair, eyes}

Domains:

height = {tall, short}

hair = {dark, red, blond}

eyes = {blue, brown}

Training set:
short, blond, blue: +
short, dark, blue: -
tall, dark, brown: -
tall, blond, brown: -
tall, dark, blue: -
short,blond, brown: -
tall, red, blue: +
tall, blond, blue: +

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Classifications	=	{ +, -}
Features	=	{height, hair, eyes}
Domains:
height	=	{tall, short}
hair	=	{dark, red, blond}
eyes	=	{blue, brown}