A Proposed Technique Using Machine Learning for the Prediction of Diabetes Disease through a Mobile App

Table 2

RMSE for different regression models applied to the diabetes dataset.

Regression model	Root mean square error (RMSE)
GPR	0.413
XGB	0.447
SVR	0.478