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Table 1 The comparison of the variance explained by the PCA, PCA-Gabor, and SMP-Gabor for two simulated datsets: 3-logons and 3-logons in noise.

From: Time-Frequency Data Reduction for Event Related Potentials: Combining Principal Component Analysis and Matching Pursuit

Data Set

PCA

PCA-Gabor

SMP-Gabor

3 Logons

99.97%

95.73%

95.73%

3 Logons in Noise

81.38%

90.78%

38.20%