Journal of Big Data

Table 5 MSE 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
Number of Hidden Layers	CNN	S-CNN	CNN	S-CNN
3	0.039486471	0.036637854	0.015127435	0.015027847
4	0.038327266	0.035072528	0.022477422	0.020706612
7	0.026439827	0.022077946	0.019107487	0.017952291
11	0.025968207	0.025052203	0.029150361	0.023890096
18	0.024530865	0.020869428	0.017511018	0.017088791
29	0.026677929	0.025410001	0.017774397	0.016944807
47	0.026606092	0.026262877	0.013246628	0.013057781
76	0.026771594	0.020868076	0.013227105	0.012147693
Average	0.029351031	0.026531364	0.018452732	0.017101990

Back to article page