Exploring Deep Learning and Transfer Learning for Colonic Polyp Classification

Table 7

Results from i-Scan1 database with images resized to 224 × 224 using the last fully connected layer and the prior fully connected layer.

	CNN-F	CNN-M	CNN-S	CNN-F MCN	CNN-M MCN	CNN-S MCN	Google LeNet	VGG VD16	VGG VD19	AlexNet	AlexNet MCN
Prior fully connected layer	89.33	90.67	90.00	82.00	90.67	91.42	90.67	85.33	82.67	87.33	84.67	87.70
Last fully connected layer	90.67	84.67	85.33	78.67	88.00	89.33	90.67	84.67	79.33	81.33	90.67	85.75