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Table 6 Performance rate of Fisher-Linear Discriminant Analysis

From: A study on volatile organic compounds emitted by in-vitro lung cancer cultured cells using gas sensor array and SPME-GCMS

Time (h)

Classes

Performance rate of LDA (%)

Train and Validate

Test

ACC

SEN

SPEC

PREC

MCC

ACC

SEN

SPEC

PREC

MCC

24

A549

90.86

98.41

98.93

98.41

0.91

96.89

98.61

98.88

98.44

0.94

Calu3

94.84

94.38

95.50

98.52

0.75

95.15

95.26

96.18

97.52

0.74

MCF7

94.32

94.92

95.50

88.89

0.80

95.01

94.72

96.30

90.32

0.82

WI38VA13

94.73

93.20

95.72

92.86

0.89

95.56

94.50

94.53

92.99

0.89

DMEM

93.25

93.33

95.18

87.69

0.75

92.96

92.63

95.75

93.17

0.78

EMEM

90.22

92.25

91.33

84.39

0.70

90.96

89.84

95.65

83.01

0.67

48

A549

94.89

98.45

98.94

98.50

0.98

96.90

99.47

99.87

98.51

0.98

Calu3

92.99

98.21

95.81

98.64

0.78

96.75

94.18

98.17

97.88

0.82

MCF7

95.32

96.86

95.78

90.38

0.85

96.51

91.30

97.64

95.45

0.90

WI38VA13

95.32

96.30

96.07

94.11

0.88

95.90

96.51

95.20

94.14

0.92

DMEM

93.65

80.00

55.58

92.86

0.50

93.89

50.00

93.00

97.13

0.53

EMEM

94.11

91.38

92.38

89.74

0.45

94.09

93.10

97.36

90.19

0.86

72

A549

94.91

98.62

98.97

98.50

0.98

96.92

99.54

99.89

98.63

0.96

Calu3

94.04

98.67

94.52

98.34

0.86

97.41

95.33

98.04

97.71

0.85

MCF7

95.95

96.98

96.00

92.32

0.92

97.12

92.91

97.76

95.71

0.95

WI38VA13

95.59

97.05

96.57

94.23

0.93

96.34

96.54

97.30

94.70

0.88

DMEM

93.52

83.08

96.00

94.30

0.65

93.68

52.31

93.21

97.25

0.71

EMEM

94.44

88.89

94.80

73.85

0.52

91.85

88.89

95.21

90.75

0.37