Study on Intelligent Diagnosis of Rotor Fault Causes with the PSO-XGBoost Algorithm

Table 6

Comprehensive model evaluation indicators.

Method	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
PSO-XGBoost	98.52	98.52	98.52	98.52
XGBoost	95.56	96.13	95.56	95.48
RF	93.33	93.45	93.33	92.93
GBDT	92.59	93.46	92.59	92.30
DT	91.85	93.02	91.85	92.02
SVM	84.44	86.90	84.44	84.28