General Collaborative Filtering for Web Service QoS Prediction

Table 4

MAE of ResNet-CF with Different Layers.

#t-F	ResNet-1	ResNet-2	ResNet-3	ResNet-4	ResNet-5	ResNet-6	ResNet-7
	MAE	MAE	MAE	MAE	MAE	MAE	MAE
8	0.55790.0120	0.53000.0111	0.52140.0079	0.52100.0078	0.51210.0118	0.50840.0129	0.50160.0090
16	0.55090.0312	0.52590.0147	0.51120.0048	0.50840.0059	0.50960.0083	0.50640.0107	0.50750.0114
32	0.53040.0267	0.51960.0057	0.51530.0072	0.50660.0073	0.50290.0068	0.50290.0068	0.51140.0099
64	0.52630.0047	0.51310.0132	0.50870.0189	0.50790.0124	0.50990.0084	0.50940.0080	0.52010.0160
128	0.52420.0050	0.55150.0119	0.51000.0010	0.50750.0102	0.52010.0082	0.51660.0162	0.52730.0121