Combining Inductive and Analytical Learning

Motivation

Inductive Learning Analytical Learning
Goal Hypothesis fits data Hypothesis fits domain theory
Justification Statistical inference Deductive Inference
Advantages Requires little prior knowledge Learns from scarce data
Pitfalls Scarce data, incorrect bias Imperfect domain theory

José M. Vidal .

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