ITA
ENG

EVALUATION AND SELECTION OF BIASES IN MACHINE LEARNING

Authors

GORDON DF DESJARDINS M

Citation

Df. Gordon et M. Desjardins, EVALUATION AND SELECTION OF BIASES IN MACHINE LEARNING, Machine learning, 20(1-2), 1995, pp. 5-22

Citations number

Categorie Soggetti

Computer Sciences","Computer Science Artificial Intelligence",Neurosciences

Journal title

Machine learning → ACNP

ISSN journal

08856125

Volume

Issue

1-2

Year of publication

1995

Pages

5 - 22

Database

ISI

SICI code

0885-6125(1995)20:1-2<5:EASOBI>2.0.ZU;2-C

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 a s search in bias and meta-bias spaces. Recent research in the field of machine learning bias is summarized.