Open Access. Powered by Scholars. Published by Universities.®
Physical Sciences and Mathematics Commons™
Open Access. Powered by Scholars. Published by Universities.®
Articles 1 - 1 of 1
Full-Text Articles in Physical Sciences and Mathematics
Using Explainability For Constrained Matrix Factorization, Behnoush Abdollahi, Olfa Nasraoui
Using Explainability For Constrained Matrix Factorization, Behnoush Abdollahi, Olfa Nasraoui
Commonwealth Computational Summit
Explainable Model
- Black Box (opaque) predictors such as Deep learning and Matrix Factorization are accurate,
- ... but lack interpretability and ability to give explanations.
- White Box models such as rules and decision trees are interpretable (explainable),
- ... but lack accuracy.