Gastrointestinal Tract Disease Classification from Wireless Endoscopy Images Using Pretrained Deep Learning Model

Table 4

Performance analysis of pretrained models on GIT classification.

Model name	Top_1 ACC (%)	Top_5 ACC (%)	Recall (%)	Precision (%)	F1-measure (%)	Kappa score
VGG16	96.33	100	96.37	96.50	96.50	0.96
GoogLeNet	90.27	100	90.33	90.27	90.37	0.89
ResNet-18	78.77	99.99	78.91	78.77	78.75	0.75