Candidate Elimination - CEDAR

The Futility of Bias-Free Learning
• Fundamental property of inductive
inference: A learner that makes no a priori
assumptions regarding the identity for the
target concept has no rational basis for
classifying any unseen instances.
• Inductive learning requires some form of
prior assumptions or inductive bias.
41