Table 7 MAPE of CNN and S-CNN ( \(\alpha\) = 0.57) in all scenarios
From: Time-series analysis with smoothed Convolutional Neural Network
Number of Hidden Layers | Scenario 1 | Scenario 2 | ||
|---|---|---|---|---|
CNN | S-CNN | CNN | S-CNN | |
3 | 10.38339615 | 10.15580773 | 10.32497287 | 9.86823878 |
4 | 10.63442349 | 9.45147180 | 10.23149490 | 10.26693096 |
7 | 10.55925727 | 9.48089667 | 9.29571771 | 10.58340192 |
11 | 10.44860005 | 10.49708843 | 10.37959695 | 10.50005768 |
18 | 10.86777925 | 10.29217958 | 10.22896290 | 10.13189130 |
29 | 10.48959136 | 10.39933443 | 10.74029326 | 9.49165793 |
47 | 10.60612321 | 9.936217308 | 10.73232293 | 9.50004619 |
76 | 10.66244721 | 10.57700276 | 10.75060725 | 9.70475220 |
Average | 10.58145225 | 10.09874984 | 10.33549610 | 10.00587208 |