Evaluation and selection of biases in machine learning

TitleEvaluation and selection of biases in machine learning
Publication TypeJournal Articles
Year of Publication1995
AuthorsGordon DF, desJardins M
JournalMachine Learning
Volume20
Issue1
Pagination5 - 22
Date Published1995///
ISBN Number0885-6125
Abstract

In this introduction, we define the term bias as it is used in machine learning systems. We motivate the importance of automated methods for evaluating and selecting biases using a framework of bias selection as search in bias and meta-bias spaces. Recent research in the field of machine learning bias is summarized.

URLhttp://dx.doi.org/10.1007/BF00993472