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Deep Learning and Actuarial Experience Analysis
Deep Learning and Actuarial Experience Analysis Deep learning neural network applied to ... analysis for post-level term lapse and mortality. Neural networks, Mortality Assumption, Persistency 5/16/2019 ...- Authors: Kevin Kuo, Robert Crompton
- Date: May 2019
- Competency: Results-Oriented Solutions
- Publication Name: CompAct
- Topics: Experience Studies & Data; Experience Studies & Data>Mortality; Experience Studies & Data>Policyholder or participant behavior - Experience ; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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Exploiting While Exploring: An Introduction to Bayesian Optimization
parameters for Bayesian Hyperparameter Optimization in a Life Insurance context. By Nick Hanewinckel Predictive ... the space near prior optimal results). Example—Mortality Model For our example, we will use an xgboost ...- 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