Machine Learning-Based Prediction of Binge Drinking among Adults in the United State: Analysis of the 2022 Health Information National Trends Survey
Huang X, Dai Z, Wang K, Luo X. Machine Learning-Based Prediction of Binge Drinking among Adults in the United State: Analysis of the 2022 Health Information National Trends Survey. 2024, 1-10. DOI: 10.1145/3670085.3670090.Peer-Reviewed Original ResearchHealth Information National Trends SurveyNational Trends SurveySupport vector machineTrends SurveyBinge drinkingMachine learningMultiple health behaviour interventionsRisk factors of binge drinkingHealth behavior interventionsImprove health outcomesPrevalence of binge drinkingK-nearest neighborHealth outcomesSocial mediaTobacco useU.S. adultsRadial basis functionBehavioral interventionsUnited StatesAlcohol useNaive BayesFeature selectionLogistic regressionK-nearestMachine learning-based prediction