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Surrogate Models: A Comfortable Middle Ground?
this article we examine the benefits and drawbacks of using a global surrogate of a black-box model. Are ... models[1] are used for the purpose of model explainability, approximating the predictions from a complex ...- Authors: Harrison Jones
- Date: Aug 2021
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Regression analysis; Predictive Analytics>Modeling techniques
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Johns Hopkins Data Science Specialization courses: A review
Johns Hopkins Data Science Specialization courses: A review A review of the Johns Hopkins ... Science Specialization courses: A review A review of the Johns Hopkins Data Science Specialization courses ...- Authors: Sheamus Parkes
- Date: Dec 2015
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Regression analysis; Predictive Analytics; Technology & Applications>Computer science