Method

Weeks

Accuracy

Precision

Recall

F1 score

LR

5

70.10

64.48

68.23

64.30

10

74.48

84.40

72.25

75.43

15

78.33

68.18

85.61

76.90

20

83.63

74.95

90.42

81.39

25

88.47

81.06

93.69

86.65

ANN

5

76.48

79.64

56.27

65.25

10

82.61

85.17

69.31

76.04

15

86.57

85.50

79.50

82.36

20

91.54

92.54

85.84

89.03

25

94.61

94.67

91.80

93.20

LSTM

5

77.21

82.90

55.05

65.73

10

83.24

95.72

70.42

76.69

15

88.55

92.82

77.28

84.29

20

93.09

96.94

85.64

90.89

25

95.58

97.18

91.76

94.37

DOPP

5

77.97

83.63

56.39

67.06

10

83.94

86.40

71.30

77.62

15

88.63

92.39

77.83

84.42

20

93.16

97.02

85.74

91.02

25

95.64

97.41

91.66

94.44

AML

5

78.94

79.12

62.70

69.83

10

84.82

88.99

69.86

78.52

15

88.92

91.55

79.34

84.99

20

93.31

96.13

86.89

91.26

25

95.79

97.45

92.01

94.65