Research Article

Improvement and Application of Fractional Particle Swarm Optimization Algorithm

Table 5

Comparison of prediction results of different algorithms.

AlgorithmsPrecisionRecallF1-Score

PSO-SVM0.8090.7590.783
BP0.8310.7830.806
XGBoost0.8650.8040.833
FOPSO-SVM0.8650.8450.855
IFPSO-SVM0.9100.9100.900