Published on in Vol 7, No 4 (2019): Oct-Dec

Interpretability and Class Imbalance in Prediction Models for Pain Volatility in Manage My Pain App Users: Analysis Using Feature Selection and Majority Voting Methods

Interpretability and Class Imbalance in Prediction Models for Pain Volatility in Manage My Pain App Users: Analysis Using Feature Selection and Majority Voting Methods

Interpretability and Class Imbalance in Prediction Models for Pain Volatility in Manage My Pain App Users: Analysis Using Feature Selection and Majority Voting Methods

Quazi Abidur Rahman 1, 2, PhD;  Tahir Janmohamed 3, PEng, MBA;  Hance Clarke 4, MD, PhD, FRCPC;  Paul Ritvo 5, PhD;  Jane Heffernan 1, PhD;  Joel Katz 4, 5, 6, PhD

1 Department of Computer Science, Lakehead University , Thunder Bay, ON, CA

2 Centre for Disease Modelling, Department of Mathematics and Statistics, York University, Toronto, ON, CA

3 ManagingLife , Toronto, ON, CA

4 Department of Anesthesia and Pain Management, Toronto General Hospital , Toronto, ON, CA

5 Department of Psychology, York University , Toronto, ON, CA

6 School of Kinesiology & Health Science, York University , Toronto, ON, CA

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