Combining Inductive and Analytical Learning

KBANN Example

Domain theory
Cup ← Stable, Liftable, OpenVessel
Stable ← BottomIsFlat
Liftable ← Graspable, Light
Graspable ← HasHandle
OpenVessel ← HasConcavity, ConcavityPointsUp

Training Examples

	Cup				Non-Cups
BottomIsFlat	X	X	X	X	X	X	X			X
ConcavityPointsUp	X	X	X	X	X		X	X
Expensive	X		X				X		X
Fragile	X	X			X	X		X		X
HandleOnTop					X		X
HandleOnSide	X			X					X
HasConcavity	X	X	X	X	X		X	X	X	X
HasHandle	X			X	X		X		X
Light	X	X	X	X	X	X	X		X
MadeOfCeramic	X				X		X	X
MadeOfPaper				X					X
MadeOfStyrofoam		X	X			X				X

José M. Vidal .

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