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Table 1 SNR, MSE, and NCC values of results obtained after simulation de-noising

From: De-noising classification method for financial time series based on ICEEMDAN and wavelet threshold, and its application

De-noising method

Soft threshold wavelet de-noising

ICEEMDAN-soft threshold wavelet de-noising

Hard threshold wavelet de-noising

ICEEMDAN-hard threshold wavelet de-noising

a1 wavelet de-noising

ICEEMDAN-a1 wavelet de-noising

a2 wavelet de-noising

ICEEMDAN-a2 wavelet de-noising

a3 wavelet de-noising

ICEEMDAN-a3 wavelet de-noising

SNR

26.3226

28.3100

26.4494

28.3829

26.4656

28.4038

26.4627

28.4051

26.4523

28.4081

MSE

0.0222

0.0140

0.0216

0.0138

0.0215

0.0137

0.0215

0.0137

0.0215

0.0137

NCC

0.9988

0.9993

0.9989

0.9993

0.9989

0.9993

0.9989

0.9993

0.9989

0.9993