Disease Identification of Lentinus Edodes Sticks Based on Deep Learning Model

Table 2

Classification results of the ResNeXt-50(32 × 4d) model under different fine-tuning strategies.

Fine-tuning method	Accuracy (%)	Precision	Recall	F1-score
FC0	91.39	0.8611	0.8891	0.8749
FC1	92.39	0.9074	0.8938	0.9005
FC2	90.58	0.9318	0.9041	0.9177
FC3(the best)	94.27	0.9432	0.9412	0.9422
FC4	91.78	0.8879	0.9130	0.9003
FC5	91.99	0.8959	0.9180	0.9068
FC6	92.59	0.9357	0.9032	0.9192