Research Article

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

Table 3

Identification and evaluation indicators for various algorithms.

Precision (%)Accuracy (%)Recall (%)1 score (%)

Random forest94.0095.1294.0094.00
MLP94.9396.0094.0094.93
XGBOOST98.3698.3998.3698.36