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. 2024 Mar 19;23:35. doi: 10.1186/s12938-024-01228-w

Table 1.

Classification performance for each model

Model LOSO
Accuracya (%) Precision (%) Recall (%) F1 Score (%)
DC 93.81 ± 7.98 93.85 ± 8.45 93.81 ± 8.48 93.8 ± 7.7
PM 81.43 ± 16.14 81.75 ± 8.56 81.43 ± 8.36 81.45 ± 7.12
DC-PM 95.71 ± 7.51 95.83 ± 6.32 95.71 ± 5.35 95.74 ± 5.19
 LMSO
Accuracy (%) Precision (%) Recall (%) F1 Score (%)
DC 90.95 ± 4.49 91.35 ± 8.77 90.95 ± 11.17 90.83 ± 8.28
PM 75.71 ± 5.89 75.48 ± 8.58 75.71 ± 14.49 75.28 ± 10
DC-PM 94.76 ± 1.96 94.84 ± 6.72 94.76 ± 6.34 94.77 ± 5.84

aStandard deviations of accuracies are between-subject, and between-class for other metrics