The learning problem

Abstract

In general, Learning can be defined as the modification of a behavior tendency according to experiences which have been acquired. Thus,Learning embeds distinctive attributes of intelligent behavior. Machine Learning is the study of how to develop algorithms, computer applications, and systems that have the ability to learn and, thus, improve through experience their performance at some tasks. This chapter presents the formalization of the Machine Learning Problem.