Algorithmic Learning in a Random World

• Main Authors: Vovk, Vladimir (Author), Gammerman, Alexander (Author), Shafer, Glenn (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2005.
• Subjects: Computer science.; Data structures (Computer science).; Artificial intelligence.; Statistics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Statistics and Computing/Statistics Programs.; Data Structures, Cryptology and Information Theory.

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...