Aarhus Universitets segl

English

Du er her: AU » Om AU » Organisation » Opening the black box: Making Machine Learning lnterpreta...

Om AU

Opening the black box: Making Machine Learning lnterpretable for Organizational Research

Projekter: Projekt › Forskning

Se relationer på Aarhus Universitet

Beskrivelse

Machine learning methods have the potential to solve the challenges that organizational researchers face in terms of model specification and interpretation. As a machine learning algorithm learns the patterns from data without hard-coding fixed rules, it often makes very accurate predictions. However, as these models are often highly non-linear, it poses challenges for interpretation. This project aims to consolidate methods for interpreting machine learning models into a practical resource that makes them available and accessible to organizational scholars.
StatusIgangværende
Effektiv start/slut dato01/01/2020 → 31/12/2024

ID: 172537677