Flowchart diagram illustrating the data analysis process using machine learning models.

<p>Flowchart diagram illustrating the data analysis process using machine learning models.</p>

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Bibliographic Details
Main Author:	Aline Xavier Ferraz (19544919) (author)
Other Authors:	Ângela Graciela Deliga Schroder (20291020) (author), Flavio Magno Gonçalves (12279168) (author), Erika Calvano Küchler (4626886) (author), Rosane Sampaio Santos (5884844) (author), Bianca Simone Zeigelboim (4896499) (author), Ana Paula Testa Pezzin (4748166) (author), Karinna Verissimo Taveira (20291023) (author), Allan Abuabara (12799862) (author), Flares Baratto-Filho (4694908) (author), Cristiano Miranda de Araujo (12279171) (author)
Published:	2024
Subjects:	Medicine Biotechnology Ecology Sociology Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified predicting sexual dimorphism lateral cephalometric radiographs artificial intelligence methods random forest classifier gradient boosting classifier model &# 8217 highest accuracy rates determine sex based artificial intelligence model auc ), accuracy hyoid bone demonstrated adaboost classifier hyoid bone auc values sex estimation sex determination xlink "> test data significant advancements roc curves nearest neighbors logistic regression following algorithms findings suggest f1 score evaluated models anthropological contexts 495 patients
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