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
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