General Collaborative Filtering for Web Service QoS Prediction

Table 5

NMAE of ResNet-CF with Different Layers.

#t-F	ResNet-1	ResNet-2	ResNet-3	ResNet-4	ResNet-5	ResNet-6	ResNet-7
	NMAE	NMAE	NMAE	NMAE	NMAE	NMAE	NMAE
8	0.61510.0132	0.58430.0123	0.57500.0086	0.57450.0085	0.56470.0129	0.56060.0142	0.55310.0098
16	0.60750.0344	0.57980.0162	0.56370.0053	0.56070.0065	0.56190.0088	0.55830.0118	0.55960.0126
32	0.58500.0293	0.57280.0065	0.56820.0079	0.55870.0082	0.55460.0076	0.55450.0077	0.56400.0108
64	0.58040.0047	0.56580.0147	0.56090.0208	0.56010.0137	0.56210.0094	0.56160.0080	0.57340.0175
128	0.57810.0056	0.56400.0132	0.56260.0121	0.55960.0111	0.57340.0091	0.56960.0179	0.58130.0132