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. 2021 Apr 20;11(4):127. doi: 10.3390/bios11040127

Table 2.

Comparison of single classification methods.

Models MAcc (%)
Linear SVM 66.48
RF 66.42
GBDT 65.01
LKNet 79.06
LKNet with Homo, Hilbert, PSD 80.16
LKNet with Ensemble SVM 71.39
LKNet with transfer learning 82.73