Periodical
The Mythos of Model Interpretability.
| Taitara: | The Mythos of Model Interpretability. |
|---|---|
| Ngā kaituhi: | LIPTON, ZACHARY C.1 |
| Puna: | Communications of the ACM. Oct2018, Vol. 61 Issue 10, p36-43. 8p. 1 Color Photograph. |
| Whakarāpopotonga: | The article discusses the notion of interpretability in relation to machine learning (ML). Topics include the relation of model techniques and properties to interpretability, the notion of a right to explanation in relation to the roles of ML in decision making, and the notion of transparency in relation to interpretability. |
| Ngā kupu marau: | *Decision making, Machine learning, Interpretation (Philosophy), Computer simulation, Explanation |
| ISSN: | 00010782 |
| DOI: | 10.1145/3233231 |
| Pātengi raraunga: | Business Source Complete |