GBM modeling is a machine learning technique that focuses on improving prediction by combining information from many variables that individually may not be significant but together are very informative. 20 In GBM models based on demographic factors, QoL, and health behaviors, relative influence of each variable was estimated with higher number indicating stronger influence on the risk of hospitalization risk.
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Health behaviors and quality of life predictors for risk of hospitalization in an electronic health record-linked biobank.
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