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. 2020 May 28;11:100228. doi: 10.1016/j.iot.2020.100228

Table 1.

ANN Performance Comparison Analysis with some Traditional Statistical Analysis

MSE R-Squared significance
Regression Analysis Linear 6.59e+05 0.8146 < 0.0001
Exponential 2.87e+05 0.9646 < 0.0001
Polynomial 1.44e+05 0.9912 < 0.0001
Moving Average Linear 2.36e+09 0.9990 < 0.0001
Exponential 0.024238 0.9957 < 0.0001
Polynomial 1.87e+08 0.9999 < 0.0001
EEMD-ANN Training 6.42E-06 0.99997 < 0.0001
Validation 8.72E-05 0.99981 < 0.0001
Testing 3.76E-05 0.99982 < 0.0001