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Flow chart of the predictive modeling process.

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posted on 2021-11-03, 17:23 authored by Orion Weller, Luke Sagers, Carl Hanson, Michael Barnes, Quinn Snell, E. Shannon Tass

Starting with the initial dataset, we show the process of how we trained and validated our models.

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    • Medicine
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    using recent worksample population consistedprovide predictive powermachine learning techniquesfour main categoriesdataset includes responses2 billion valuesprotective factor frameworkpredict answers indicativeaffected model predictionsidentified individual riskamerican census surveyprotective factors associatedxlink "> addressingtop ten questionspredictive accuracy comparedpredicting suicidal thoughtshelp identify riskassociated risk factorsadolescents requires understandingprotective factorsxlink ">suicidal thoughtspredict individualsmodel developedhelp narrowdemographic factorscertain riskyouth surveysurvey questionsstudy aimssocial determinantsserious argumentsroot causesresults indicatequestions fellprevious researchprediction algorithmpeer acceptanceleading predictorsfamilial lifedrug consumptiondigital mediabest able

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