Jump to content

Machine Learning

From Wikipedia, the free encyclopedia
This is an old revision of this page, as edited by MarSch (talk | contribs) at 15:27, 6 April 2005 (stub). The present address (URL) is a permanent link to this revision, which may differ significantly from the current revision.

Machine Learning is a field of Artificial Intelligence related to Data Mining and Statistics. It involves learning from data. The researcher feeds a set of training examples to a computer program that aims to learn the connection between features of the examples and a specified target concept. The program might be fed information about the financial profiles of a group of credit card customers whose credit history is known, with the aim of learning about cues that predict when a particular customer is likely to default on a loan. Once training is complete, the algorithm would be used to make predictions about whether new and unseen customers are likely to default.