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Table 2 Average accuracy of four different algorithms on UCI data sets

From: Semi-supervised feature selection for audio classification based on constraint compensated Laplacian score

Algorithms

LS

CS

CLS

CCLS

Ionoshpere

80.87 ± 6.26

85.60 ± 7.22

83.55 ± 5.02

86.35 ± 4.66

Segment

76.26 ± 16.9

81.75 ± 8.10

75.31 ± 8.48

82.29 ± 8.48

Soybean

89.32 ± 15.7

93.04 ± 4.50

83.11 ± 19.2

94.29 ± 11.5

Vehicle

54.02 ± 9.27

54.07 ± 7.45

55.80 ± 8.82

58.07 ± 11.2

  1. Best results of each experiment are set in bold