Machine learning and prejudice: building theory with algorithm-supported abduction

Machine learning is a powerful analytical tool that can identify robust and replicable patterns in complex datasets, and create models with high predictive power. With interpretable machine learning, these models can be queried to identify the most important predictors of an outcome variable from hu...

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Bibliographic Details
Main Author: Degefe, Elizabeth Demissie
Other Authors: Zou Xi
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/165160