Machine Learning Algorithms to Classify Future Returns Using Structured and Unstructured Data

Joshua Livnat; Jyoti Singh

doi:10.3905/joi.2021.1.169

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Machine Learning Algorithms to Classify Future Returns Using Structured and Unstructured Data

Joshua Livnat and Jyoti Singh

The Journal of Investing April 2021, 30 (3) 62-78; DOI: https://doi.org/10.3905/joi.2021.1.169

Joshua Livnat

is professor emeritus of accounting in the Stern School of Business Administration at New York University and managing director and head of research at QMA in Newark, NJ

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Jyoti Singh

is vice president at QMA in Newark, NJ

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April 2021

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Machine Learning Algorithms to Classify Future Returns Using Structured and Unstructured Data