Skip to main content

Table 1 Hyperparameter space searched in GridSearchCV for the XGBoost model after feature selection

From: Performance of machine learning models in estimation of ground reaction forces during balance exergaming

Hyperparameter Values searched
Learning rate .001, .005, .01, .05, .10, .15
Max depth 5, 7, 9, 12, 15
No. Estimators 50, 100, 200, 500, 700
Min. child weight 1, 3, 5, 7
Gamma .0, .1, .2
  1. Values in bold were used in further analyses