Since artificial intelligence first achieved recognition as a discipline in the mid 1950's,
machine learning has been a central research area. Two reasons can be given for this
prominence. The ability to learn is a hallmark of intelligent behavior, so any attempt
to understand intelligence as a phenomenon must include an understanding of learning.
More concretely, learning provides a potential methodology for building highperformance
systems.