Algorithmic learning in a random world

by Vladimir Vovk, Alex Gammerman, Glenn Shafer

2005 324 pages eng

Conformal prediction is a valuable new method of machine learning. Conformal predictors are among the most accurate methods of machine learning, and unlike other state-of-the-art methods, they provide information about their own accuracy and reliability. This new monograph integrates mathematical th…