Blood Pressure Prediction Using Ensemble Rules during Isometric Sustained Weight Test.
Ramón Carrazana-EscalonaAdán Andreu-HerediaMaría Moreno-PadillaGustavo A Reyes Del PasoMiguel Enrique Sánchez-HechavarríaGustavo Alejandro Muñoz-BustosPublished in: Journal of cardiovascular development and disease (2022)
The RuleFit model is an excellent tool to study interactions among variables for predicting blood pressure. Compared to other models, the RuleFit model showed superior performance. RuleFit can be used for predicting and interpreting relationships among predictors extracted from PPG and ECG signals.