Predicting Increased Blood Pressure Using Machine Learning

• Κύριοι συγγραφείς: Hudson Fernandes Golino (Συγγραφέας), Liliany Souza de Brito Amaral (Συγγραφέας), Stenio Fernando Pimentel Duarte (Συγγραφέας), Cristiano Mauro Assis Gomes (Συγγραφέας), Telma de Jesus Soares (Συγγραφέας), Luciana Araujo dos Reis (Συγγραφέας), Joselito Santos (Συγγραφέας)
• Μορφή: Βιβλίο
• Έκδοση: Hindawi Limited, 2014-01-01T00:00:00Z.
• Θέματα: article
• Διαθέσιμο Online: Connect to this object online.

The present study investigates the prediction of increased blood pressure by body mass index (BMI), waist (WC) and hip circumference (HC), and waist hip ratio (WHR) using a machine learning technique named classification tree. Data were collected from 400 college students (56.3% women) from 16 to 63...