An Introduction to Machine Learning Interpretability - Dataiku version
An Introduction to Machine Learning Interpretability - Dataiku version
by Navdeep Gill
English | 2018 | ISBN: 9781492050926 | 49 Pages | PDF | 4 MB
by Navdeep Gill
English | 2018 | ISBN: 9781492050926 | 49 Pages | PDF | 4 MB
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 trust suffers, affecting business adoption, regulatory oversight, and model documentation.