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
Pagination5 - 22
Date Published1995///
ISBN Number0885-6125

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.