List of hyperparameters.
journal contribution
posted on 2022-07-28, 17:50 authored by Nicola Lazzarini, Avgoustinos Filippoupolitis, Pedro Manzione, Hariklia EleftherohorinouList of the hyperparameters evaluated by Hyperopt for each of the tested classifiers.
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medical history aheaddifferent risk factors679 &# 82110823 ), showing0676 &# 8211predicts severe cases351 patients diagnosedrisk factors usedproposed model couldmachine learning modelreal world dataoutperforms predictions madeoptimizing care managementtraining set usedpatient clinical historysevere infectionclinical expertsvalidation settest setinfected patientsalso usedmodel evaluationmodel developmentxlink ">specialized literaturesignificant rolerandomly splitpromising toolprimary outcomepredictive abilitypredicting progressionoct 2015jul 2020healthcare settingextensively linkedeasily retrievedearly screeningcontributing diagnosiscomparison indicatedcohort composedbaseline classifierapril 2020algorithms considered817 diagnoses19 patients
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