A Brief Introduction to Hyperparamter Optimization (*with a focus on medical data)

801d98a3e0c694390d230600dc06c9e9?s=47 Jill Cates
November 18, 2018

A Brief Introduction to Hyperparamter Optimization (*with a focus on medical data)

This talk walks through a case study of building a sepsis prediction model, and discusses 3 techniques for sampling hyperparameters:
1) grid search
2) random search
3) sequential model-based optimization

801d98a3e0c694390d230600dc06c9e9?s=128

Jill Cates

November 18, 2018
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