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. 2023 May 5;18(3):1153–1166. doi: 10.1007/s11571-023-09973-9

Table 2.

The 4-class classification accuracy of the random forest with different kinds of features

Basic features Basic + HE Basic + CD Basic + LLE Basic + L–Z Basic + refined L–Z
Accuracy (%) 79.96 (1.99) 80.62 (2.13) 80.48 (2.06) 79.84 (1.91) 85.21 (1.68) 86.56 (1.85)

CD Correlation dimension, HE Hurst exponent, LLE Largest Lyapunov exponent