Image Recommendation Algorithm Combined with Deep Neural Network Designed for Social Networks

Table 3

Average recognition accuracy.

Dataset	1 layer			2 layer			3 layer
	DAE	mDAE	AmDAE	DAE	mDAE	AmDAE	DAE	mDAE	AmDAE
MNIST	97.3	98.0	98.1	97.8	98.5	98.5	97.4	98.3	98.7
Basic	96.0	97.3	97.4	96.7	96.4	97.2	96.2	97.2	97.4
Rotation	82.6	85.9	86.7	85.6	86.8	87.3	85.8	86.3	89.5
Bg-ing	80.7	84.3	84.4	84.4	85.5	86.2	85.4	85.7	89.7
Bg-rand	78.4	80.2	80.2	83.3	84.3	86.6	84.3	85.4	88.7