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...

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Bibliographic Details
Main Authors: Simon Aagaard Enni, Maja Bak Herrie
Format: Article
Language:English
Published: SAGE Publishing 2021-05-01
Series:Big Data & Society
Online Access:https://doi.org/10.1177/20539517211020775