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. 2024 Oct 22;14:24928. doi: 10.1038/s41598-024-76010-y

Table 6.

The comparison results table of various algorithms with HSPSO-FS on dataset Arrhythmia.

Dataset Method Features Accuracy (%)
Arrhythmia ISBIPSO39 14.8 71.13
SBPSO39 107.3 62.70
UBPSO39 112.2 62.90
QBPSO39 100.2 63.76
CSO(C)39 94.8 63.18
CSO(A)39 127.3 62.68
CPSO39 53.1 64.82
HSPSO-FS (Best) 6.0 80.21
HSPSO-FS (Average) 43.21 81.31