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Table 7 Performance rate of Naïve Bayes classifier

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 NB (%)

Train and Validate

Test

ACC

SEN

SPEC

PREC

MCC

ACC

SEN

SPEC

PREC

MCC

24

A549

96.87

97.00

99.32

99.45

0.97

99.39

99.27

99.68

99.47

0.95

Calu3

97.56

96.13

98.41

99.35

0.95

99.34

96.25

99.54

99.49

0.94

MCF7

98.70

97.44

97.68

95.79

0.93

99.23

98.31

99.29

90.63

0.84

WI38VA13

98.83

94.91

95.67

99.22

0.96

99.34

94.23

99.65

94.23

0.88

DMEM

92.86

61.52

98.09

70.59

0.38

97.10

73.68

98.63

77.78

0.53

EMEM

91.71

60.22

96.77

56.12

0.33

92.81

73.02

94.18

46.46

0.87

48

A549

99.93

97.00

99.92

98.80

0.98

99.96

97.35

99.94

99.93

0.94

Calu3

96.72

97.48

99.54

83.00

0.47

96.27

97.18

98.74

79.63

0.52

MCF7

99.50

95.06

99.89

99.87

0.97

99.23

91.30

99.88

98.44

0.93

WI38VA13

99.33

95.81

99.61

93.59

0.87

99.12

94.52

99.52

94.52

0.89

DMEM

93.72

84.80

97.11

64.29

0.74

93.58

85.52

98.57

60.91

0.77

EMEM

98.60

83.96

99.45

91.95

0.81

99.01

88.28

99.06

87.69

0.79

72

A549

99.93

97.00

99.92

98.99

0.98

100.00

100.00

100.00

100.00

1.00

Calu3

96.41

95.90

96.24

64.75

0.36

96.78

90.00

97.25

69.23

0.43

MCF7

99.75

97.00

100.00

100.00

1.00

100.00

100.00

100.00

100.00

1.00

WI38VA13

99.70

97.00

99.68

96.19

0.94

99.78

97.96

99.88

97.96

0.96

DMEM

92.56

87.53

96.85

91.75

0.66

93.19

80.00

97.01

91.23

0.67

EMEM

97.25

90.75

97.51

73.77

0.59

98.47

94.44

98.73

82.26

0.69