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An introduction to machine learning interpretability : an applied perspective on fairness, accountability, transparency, and explainable AI /

Innovation and competition are driving analysts and data scientists toward increasingly complex predictive modeling and machine learning algorithms. This complexity makes these models accurate but also makes their predictions difficult to understand. When accuracy outpaces interpretability, human tr...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Hall, Patrick (Autor), Gill, Navdeep (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Sebastopol, CA : O'Reilly Media, [2018]
Edición:First edition.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)