5.4 Decision Tree Interpretable Machine Learning

Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable.

Application of interpretable machine learning for early prediction of prognosis in acute kidney injury - ScienceDirect

1.12. interpretability

Been Kim - Interpretable machine learning, Nov 2015

Interpretable Machine Learning 0244768528, 9780244768522

Symmetry, Free Full-Text

Been Kim - Interpretable machine learning, Nov 2015

Interpretable Machine Learning with Decision-Tree based models., by Fenil Suchak, Intel Student Ambassadors

Chapter 6 Model-Agnostic Methods

Survey of explainable artificial intelligence techniques for biomedical imaging with deep neural networks - ScienceDirect