Table 3: Performance evaluation using Recall, F1 Score and Precision.

Methodology

PRECISION

RECALL

F1 SCORE

CN

SMC

EMCI

LMCI

AD

CN

SMC

EMCI

LMCI

AD

CN

SMC

EMCI

LMCI

AD

Bagging

80

96

81

77

78

82

99

81

63

88

81

98

81

69

83

Gboost

75

92

82

75

75

79

98

79

60

85

77

95

80

66

80

Adaboost

80

96

82

78

81

83

99

79

68

89

81

98

81

72

84

Voting

75

94

81

80

77

84

99

80

55

89

79

97

81

65

83

Stacking

79

99

85

74

86

84

99

80

74

86

81

99

82

74

86