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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.