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 |