Employment of Ensemble Machine Learning Methods for Human Activity Recognition

Table 2

Hyperparameter tuning values of ML models.

Training model	Parameter	Value
SVC	C	10.4
NuSVC	nu	0.0131
LSVC	C	20.30
XGB	Learning rate	0.239
	Max depth	6
AdB	Learning rate	0.31
	Algorithm	“SAMME.R”
	n_estimators	138
LGBM	Boosting_type	“Goss”
	Learning rate	0.51
	n_estimators	124
	Num_leaves	31
GB	Learning rate	0.401
	n_estimators	85
ETC	n_estimators	123