Mean Absolute Directional Loss as a new loss function for machine learning problems in algorithmic investment strategies

Author:

Michańków JakubORCID,Sakowski PawełORCID,Ślepaczuk RobertORCID

Funder

University of Warsaw

Publisher

Elsevier BV

Reference22 articles.

1. What to look for in a backtest;Lopez de Prado,2013

2. The probability of backtest overfitting;Bailey;J. Comput. Finance,2017

3. Artificial neural networks architectures for stock price prediction: Comparisons and applications;Di Persio;Int. J. Circuits, Syst. Signal Process.,2016

4. Deep learning for stock selection based on high frequency price-volume Data;Yang,2019

5. All that glitters is not gold: Comparing backtest and out-of-sample performance on a large cohort of trading algorithms;Wiecki;J. Invest.,2016

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