A Simple Categoriser

• How might you categorise?
• The simplest thing is just to cache away each instance.
• How well does this generalise?
• Can we test for generalisability?
• Sure, use an N-Fold test.
• Can we make up something that's simpler than storing 16 examples?
• Will this make it more general?
• Train

  Colour	Size	Act	Age	Category/Inflated
  YELLOW	SMALL	STRETCH	ADULT	T
  YELLOW	SMALL	DIP	ADULT	F
  YELLOW	LARGE	STRETCH	ADULT	T
  YELLOW	LARGE	STRETCH	CHILD	F
  YELLOW	LARGE	DIP	CHILD	F
  PURPLE	SMALL	STRETCH	ADULT	T
  PURPLE	SMALL	DIP	ADULT	F
  PURPLE	LARGE	STRETCH	ADULT	T
  PURPLE	LARGE	STRETCH	CHILD	F
  PURPLE	LARGE	DIP	CHILD	F