Particle Swarm Optimization of Support Vector Machine Inversion Model for Overhead Upright Piers Damage-Inducing Factor

Table 7

Classification model test metrics.

Inversion category	Sample size	Precision rate	F1-score	Recall rate
Types of damage inducement effect	4,200	0.999	0.999	0.998
Location of damage inducement effect	4,000	0.975	0.978	0.976