Turning biases into hypotheses through method: A logic of scientific discovery for machine learning
Machine learning (ML) systems have shown great potential for performing or supporting inferential reasoning through analyzing large data sets, thereby potentially facilitating more informed decision-making. However, a hindrance to such use of ML systems is that the predictive models created through...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
SAGE Publishing
2021-05-01
|
Series: | Big Data & Society |
Online Access: | https://doi.org/10.1177/20539517211020775 |