Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Model selection using Bayesian grid search, performed for each endpoint. Pre-processed data of the selected features is used by the Bayesian grid search algorithm for each of the three classifier types. In each cycle, the model is tested using 10-fold cross-validation and the hyperparameters are automatically adjusted. After a pre-defined number of iterations, the process returns the final model. MLP: multilayer perceptron; RF: random forest; XGB: extreme gradient boosting.
