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GET BETTER ACQUAINTED WITH YOUR KNOWN UNKNOWNS
GET BETTER ACQUAINTED WITH YOUR KNOWN UNKNOWNS Uncertainty of a predictive model is a fact ... predictions to the number of heads expected. A mortality analysis case study illustrates how the Bayesian ...- Authors: Dan Kim, Boyang Meng
- Date: Apr 2020
- Competency: Results-Oriented Solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Experience Studies & Data>Mortality; Predictive Analytics>Modeling techniques; Predictive Analytics>Quality control & model governance
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Exploiting While Exploring: An Introduction to Bayesian Optimization
Definitions and Side Notes If this is new to you, let’s define what a hyperparameter is versus a more familiar ... space, we use a surrogate model to model our model’s hyperparameters. Specifically, we choose a Gaussian ...- Authors: Nicholas Hanewinckel
- Date: Jun 2021
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Life Insurance; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools