A conservation law for generalization performance
C Schaffer - Machine learning proceedings 1994, 1994 - Elsevier
Many aspects of concept learning research can be understood more clearly in light of a
basic mathematical result stating, essentially, that positive performance in some learning
situations must be offset by an equal degree of negative performance in others. We present
a proof of this result and comment on some of its theoretical and practical ramifications.
basic mathematical result stating, essentially, that positive performance in some learning
situations must be offset by an equal degree of negative performance in others. We present
a proof of this result and comment on some of its theoretical and practical ramifications.
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