. Author manuscript; available in PMC: 2023 May 23.

Published in final edited form as: IEEE Access. 2022 Nov 10;10:119106–119118. doi: 10.1109/access.2022.3221436

TABLE 1.

Properties of statistical methods and machine learning models.

Desired Features	Stat Methods	ML Models
Controllable statistical power	✓	✕
Interpretability	✓	✕
Model Assessment tools	✓	✕
Computational efficiency in higher dimensional systems	✕	✓
Model free	✕	✓