Appendix A.
Confusion matrices of the algorithms
Sørensen-equal | True class | Wachinger-step1Norm | True class | Routier-adni | True class | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CN | MCI | AD | CN | MCI | AD | CN | MCI | AD | ||||||
Hypothesized class | CN | 125 | 64 | 15 | Hypothesized class | CN | 82 | 49 | 7 | Hypothesized class | CN | 122 | 87 | 42 |
MCI | 3 | 35 | 25 | MCI | 47 | 58 | 46 | MCI | 7 | 14 | 23 | |||
AD | 1 | 23 | 63 | AD | 0 | 15 | 50 | AD | 0 | 21 | 38 | |||
Sørensen-optimized | True class | Sarica | True class | Eskildsen-FACEADNI2 | True class | |||||||||
CN | MCI | AD | CN | MCI | AD | CN | MCI | AD | ||||||
Hypothesized class | CN | 91 | 37 | 5 | Hypothesized class | CN | 85 | 43 | 11 | Hypothesized class | CN | 63 | 31 | 6 |
MCI | 33 | 50 | 27 | MCI | 41 | 48 | 34 | MCI | 56 | 52 | 41 | |||
AD | 5 | 35 | 71 | AD | 3 | 29 | 57 | AD | 10 | 39 | 56 | |||
Wachinger-enetNorm | True class | Wachinger-step2 | True class | Routier-train | True class | |||||||||
CN | MCI | AD | CN | MCI | AD | CN | MCI | AD | ||||||
Hypothesized class | CN | 93 | 44 | 6 | Hypothesized class | CN | 86 | 51 | 4 | Hypothesized class | CN | 62 | 17 | 2 |
MCI | 36 | 63 | 44 | MCI | 41 | 47 | 42 | MCI | 42 | 26 | 18 | |||
AD | 0 | 15 | 53 | AD | 2 | 24 | 57 | AD | 25 | 79 | 83 | |||
Ledig-ALL | True class | Abdulkadir | True class | Ledig-VOL | True class | |||||||||
CN | MCI | AD | CN | MCI | AD | CN | MCI | AD | ||||||
Hypothesized class | CN | 115 | 57 | 16 | Hypothesized class | CN | 59 | 19 | 2 | Hypothesized class | CN | 86 | 53 | 11 |
MCI | 14 | 50 | 47 | MCI | 69 | 80 | 50 | MCI | 41 | 45 | 54 | |||
AD | 0 | 15 | 40 | AD | 1 | 23 | 51 | AD | 2 | 24 | 38 | |||
Moradi | True class | Ledig-MBL | True class | Eskildsen-ADNI2 | True class | |||||||||
CN | MCI | AD | CN | MCI | AD | CN | MCI | AD | ||||||
Hypothesized class | CN | 74 | 30 | 2 | Hypothesized class | CN | 107 | 66 | 13 | Hypothesized class | CN | 77 | 36 | 7 |
MCI | 52 | 73 | 44 | MCI | 20 | 53 | 61 | MCI | 49 | 47 | 51 | |||
AD | 3 | 19 | 57 | AD | 2 | 3 | 29 | AD | 3 | 39 | 45 | |||
Franke | True class | Wachinger-man | True class | Amoroso | True class | |||||||||
CN | MCI | AD | CN | MCI | AD | CN | MCI | AD | ||||||
Hypothesized class | CN | 76 | 48 | 12 | Hypothesized class | CN | 79 | 39 | 5 | Hypothesized class | CN | 87 | 58 | 32 |
MCI | 44 | 53 | 21 | MCI | 50 | 74 | 63 | MCI | 36 | 52 | 44 | |||
AD | 9 | 21 | 70 | AD | 0 | 9 | 35 | AD | 6 | 12 | 27 | |||
Sensi | True class | Eskildsen-ADNI1 | True class | Tangaro | True class | |||||||||
CN | MCI | AD | CN | MCI | AD | CN | MCI | AD | ||||||
Hypothesized class | CN | 92 | 45 | 9 | Hypothesized class | CN | 84 | 30 | 7 | Hypothesized class | CN | 88 | 62 | 18 |
MCI | 36 | 49 | 40 | MCI | 33 | 39 | 35 | MCI | 31 | 46 | 54 | |||
AD | 1 | 28 | 54 | AD | 12 | 53 | 61 | AD | 10 | 14 | 31 | |||
Ledig-CORT | True class | Eskildsen-FACEADNI1 | True class | Cárdenas-Peña | True class | |||||||||
CN | MCI | AD | CN | MCI | AD | CN | MCI | AD | ||||||
Hypothesized class | CN | 88 | 49 | 18 | Hypothesized class | CN | 84 | 29 | 8 | Hypothesized class | CN | 65 | 51 | 36 |
MCI | 32 | 55 | 33 | MCI | 38 | 44 | 39 | MCI | 30 | 35 | 29 | |||
AD | 9 | 18 | 52 | AD | 7 | 49 | 56 | AD | 34 | 36 | 38 | |||
Ledig-GRAD | True class | Eskildsen-Combined | True class | Smith | True class | |||||||||
CN | MCI | AD | CN | MCI | AD | CN | MCI | AD | ||||||
Hypothesized class | CN | 113 | 59 | 19 | Hypothesized class | CN | 83 | 33 | 7 | Hypothesized class | CN | 62 | 51 | 44 |
MCI | 15 | 46 | 52 | MCI | 39 | 43 | 41 | MCI | 39 | 25 | 32 | |||
AD | 1 | 17 | 32 | AD | 7 | 46 | 55 | AD | 28 | 46 | 27 | |||
Wachinger-step1 | True class | Dolph | True class | |||||||||||
CN | MCI | AD | CN | MCI | AD | |||||||||
Hypothesized class | CN | 88 | 57 | 7 | Hypothesized class | CN | 109 | 73 | 46 | |||||
MCI | 40 | 50 | 43 | MCI | 14 | 28 | 18 | |||||||
AD | 1 | 15 | 53 | AD | 6 | 21 | 39 |