Recognition of Human Motion Intentions Based on Bayesian-Optimized XGBOOST Algorithm

Table 5

The average accuracy of identification and evaluation of various optimization algorithms in multiperson experiments.

	Average precision (%)	Average accuracy (%)	Average recall (%)	Average 1 score (%)
Bayes-random forest	87.12	88.00	87.12	87.39
Bayes-MLP	81.16	84.54	83.21	81.18
Bayes-XGBOOST	94.42	94.35	95.68	95.33