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Table 8 Percentage of selection of fuzzy features

From: Explainable machine learning methods and respiratory oscillometry for the diagnosis of respiratory abnormalities in sarcoidosis

Control versus sarcoidosis (normal spirometry)

Control versus sarcoidosis (altered spirometry)

Feature

Percentual (%)

Feature

Percentual (%)

Rt_low

89

Fr_low

99

Ax_low

84

I_medium

93

Fr_low

81

Fr_high

86

I_medium

80

C_high

79

I_low

77

I_low

66

C_high

77

Ax_low

63

Rm_low

76

C_medium

49

Rp_medium

69

Ax_medium

43

Rp_low

67

Rp_medium

39

Xm_low

66

R_medium

31

Ax_medium

56

R4-R20_medium

29