用于腐蚀监测的电化学噪声信号识别方法

申志远, 单广斌, 陈闽东, 刘媛双

An Electrochemical Noise Signal Recognition Method for Corrosion Monitoring

SHEN Zhiyuan, SHAN Guangbin, CHEN Mindong, LIU Yuanshuang

表1 不同随机种子下网络的准确率/%

Table 1 Accuracies of the networks under different random seeds

Models F1-Score Accuracy Precision Recall AUC Baseline (ResNet18) 0.8974 0.9227 0.8874 0.9099 0.9629 Baseline + SPPSS 0.9025 0.9276 0.8928 0.9146 0.9686 Baseline + SPPSS + RSPP 0.9282 0.9463 0.9213 0.9362 0.9809