基于一维卷积神经网络的螺旋铣刀具磨损监测

汪海晋,尹宗宇,柯臻铮,郭英杰,董辉跃

Wear monitoring of helical milling tool based on one-dimensional convolutional neural network

Hai-jin WANG,Zong-yu YIN,Zhen-zheng KE,Ying-jie GUO,Hui-yue DONG

表 7 代价不敏感1D CNN评价指标

Tab.7 Evaluation criteria of cost insensitive 1D CNN

类别 A/% P/% R/% F1/% S1 99.18 99.20 98.93 99.06 S2 99.18 98.81 99.76 99.28 S3 99.18 99.79 98.38 99.08