Beyond the Black Box: An Intuitive Approach to Investment Prediction with Machine Learning

Yimou Li; David Turkington; Alireza Yazdani

doi:10.3905/jfds.2019.1.023

Beyond the Black Box: An Intuitive Approach to Investment Prediction with Machine Learning

Yimou Li, David Turkington and Alireza Yazdani

The Journal of Financial Data Science Winter 2020, jfds.2019.1.023; DOI: https://doi.org/10.3905/jfds.2019.1.023

Yimou Li

is assistant vice president and machine learning researcher at State Street Associates in Cambridge, MA

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For correspondence: yli24@statestreet.com

David Turkington

is senior managing director and head of Portfolio and Risk Research at State Street Associates in Cambridge, MA

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For correspondence: dturkington@statestreet.com

Alireza Yazdani

is vice president and machine learning research manager at State Street Associates in Cambridge, MA

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For correspondence: ayazdani@statestreet.com

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Beyond the Black Box: An Intuitive Approach to Investment Prediction with Machine Learning