Mathematical Problems in Engineering / 2018 / Article / Tab 5

Research Article

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

80.61510.01320.58430.01230.57500.00860.57450.00850.56470.01290.56060.01420.55310.0098
160.60750.03440.57980.01620.56370.00530.56070.00650.56190.00880.55830.01180.55960.0126
320.58500.02930.57280.00650.56820.00790.55870.00820.55460.00760.55450.00770.56400.0108
640.58040.00470.56580.01470.56090.02080.56010.01370.56210.00940.56160.00800.57340.0175
1280.57810.00560.56400.01320.56260.01210.55960.01110.57340.00910.56960.01790.58130.0132

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