Table 6 The comparison results table of various algorithms with HSPSO-FS on dataset Arrhythmia.

From: Research on hybrid strategy Particle Swarm Optimization algorithm and its applications

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

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