Research Article

Online Semisupervised Learning Approach for Quality Monitoring of Complex Manufacturing Process

Table 2

Hyperparameters of the model.

ModelLearning rateOthers

ParsNet++0.01Momentum: 0.95, , ,
ParsNet0.01Momentum: 0.95, confidence level of network: 0.6, confidence level of AGMM: 0.55
ODL0.01
SCARGC—Number of clusters: 100, pool size: 300
NADINEDynamic between [0.001, 0.02]Momentum: 0.95
ResNet18 and VGG110.01Momentum: 0.95