Artigo Acesso aberto

The Mythos of Model Interpretability

2018; Association for Computing Machinery; Volume: 16; Issue: 3 Linguagem: Inglês

10.1145/3236386.3241340

ISSN

1542-7749

Autores

Zachary C. Lipton,

Tópico(s)

Machine Learning in Healthcare

Resumo

Supervised machine-learning models boast remarkable predictive capabilities. But can you trust your model? Will it work in deployment? What else can it tell you about the world?

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