Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7528087 | SSM - Population Health | 2018 | 5 Pages |
Abstract
Some of the machine learning methods do not improve prediction or fit beyond simpler models, however, neural networks performed well. The predictors identified across models suggest underlying social factors that are important predictors of biological indicators of chronic disease, and that the non-linear and interactive relationships between variables fundamental to the neural network approach may be important to consider.
Keywords
Related Topics
Social Sciences and Humanities
Social Sciences
Health
Authors
Benjamin Seligman, Shripad Tuljapurkar, David Rehkopf,