Table 2.
Comparison of the localization-specific prediction results using BaCalLo independent dataset (BacelLo IDS)
Animals | Fungi | Plants | |||||||||||
Predictor | Loc | No. | SE | SP | MCC | No. | SE | SP | MCC | No. | SE | SP | MCC |
MultiLoc2-LowRes | SP | 75 | 97 | 97 | 0.89 | 9 | 78 | 98 | 0.60 | 6 | 83 | 95 | 0.58 |
mi | 48 | 89 | 97 | 0.81 | 77 | 68 | 94 | 0.62 | 6 | 67 | 96 | 0.51 | |
ch | - | - | - | - | - | - | - | - | 72 | 77 | 94 | 0.72 | |
nu | 224 | 62 | 93 | 0.57 | 152 | 63 | 79 | 0.36 | 36 | 91 | 90 | 0.77 | |
cy | 85 | 72 | 82 | 0.43 | 180 | 54 | 78 | 0.27 | 17 | 41 | 94 | 0.38 | |
nu/cy | 308 | 93 | 96 | 0.87 | 332 | 92 | 78 | 0.63 | 52 | 94 | 92 | 0.84 | |
MultiLoc2-HighRes | SP | 75 | 87 | 95 | 0.79 | 9 | 78 | 98 | 0.63 | 6 | 83 | 93 | 0.50 |
mi | 48 | 83 | 96 | 0.75 | 77 | 51 | 95 | 0.52 | 6 | 67 | 93 | 0.40 | |
ch | - | - | - | - | - | - | - | - | 72 | 53 | 94 | 0.51 | |
nu | 224 | 58 | 93 | 0.54 | 152 | 50 | 84 | 0.32 | 36 | 86 | 91 | 0.74 | |
cy | 85 | 71 | 80 | 0.39 | 180 | 56 | 75 | 0.22 | 17 | 37 | 87 | 0.20 | |
nu/cy | 308 | 91 | 91 | 0.78 | 332 | 84 | 76 | 0.48 | 52 | 93 | 84 | 0.74 | |
BaCelLoc | SP | 75 | 93 | 97 | 0.88 | 9 | 100 | 98 | 0.74 | 6 | 100 | 95 | 0.66 |
mi | 48 | 74 | 95 | 0.66 | 77 | 79 | 87 | 0.58 | 6 | 17 | 100 | 0.40 | |
ch | - | - | - | - | - | - | - | - | 72 | 71 | 83 | 0.54 | |
nu | 224 | 57 | 83 | 0.41 | 152 | 72 | 67 | 0.38 | 36 | 88 | 78 | 0.60 | |
cy | 85 | 51 | 74 | 0.21 | 180 | 32 | 84 | 0.19 | 17 | 27 | 98 | 0.38 | |
nu/cy | 308 | 93 | 92 | 0.83 | 332 | 85 | 83 | 0.61 | 52 | 88 | 84 | 0.70 | |
LOCtree | SP | 75 | 79 | 91 | 0.65 | 9 | 78 | 92 | 0.35 | 6 | 83 | 96 | 0.60 |
mi | 48 | 64 | 92 | 0.51 | 77 | 42 | 92 | 0.38 | 6 | 58 | 90 | 0.30 | |
ch | - | - | - | - | - | - | - | - | 72 | 77 | 88 | 0.66 | |
nu | 224 | 66 | 73 | 0.39 | 152 | 63 | 59 | 0.22 | 36 | 72 | 89 | 0.61 | |
cy | 85 | 35 | 86 | 0.22 | 180 | 35 | 78 | 0.15 | 17 | 33 | 97 | 0.39 | |
nu/cy | 308 | 84 | 83 | 0.64 | 332 | 83 | 49 | 0.31 | 52 | 75 | 93 | 0.70 | |
Protein Prowler | SP | 75 | 86 | 99 | 0.88 | 9 | 93 | 99 | 0.20 | 6 | 100 | 92 | 0.61 |
mi | 48 | 51 | 99 | 0.71 | 77 | 33 | 99 | 0.51 | 6 | 67 | 86 | 0.40 | |
ch | - | - | - | - | - | - | - | - | 72 | 7 | 95 | 0.40 | |
nu/cy | 308 | 98 | 73 | 0.79 | 332 | 98 | 40 | 0.52 | 52 | 86 | 77 | 0.52 | |
TargetP | SP | 75 | 88 | 98 | 0.88 | 9 | 89 | 97 | 0.56 | 6 | 100 | 93 | 0.61 |
mi | 48 | 82 | 92 | 0.63 | 77 | 50 | 92 | 0.44 | 6 | 50 | 91 | 0.26 | |
ch | - | - | - | - | - | - | - | - | 72 | 55 | 91 | 0.49 | |
nu/cy | 308 | 89 | 89 | 0.75 | 332 | 89 | 59 | 0.48 | 52 | 83 | 79 | 0.62 | |
WoLF PSORT | SP | 75 | 92 | 94 | 0.80 | 9 | 89 | 99 | 0.73 | 6 | 33 | 95 | 0.24 |
mi | 48 | 71 | 95 | 0.63 | 77 | 53 | 90 | 0.44 | 6 | 42 | 99 | 0.52 | |
ch | - | - | - | - | - | - | - | - | 72 | 61 | 81 | 0.43 | |
nu | 224 | 77 | 81 | 0.58 | 152 | 93 | 39 | 0.35 | 36 | 72 | 83 | 0.52 | |
cy | 85 | 34 | 88 | 0.23 | 180 | 11 | 98 | 0.19 | 17 | 24 | 83 | 0.28 | |
nu/cy | 308 | 89 | 90 | 0.76 | 332 | 89 | 57 | 0.46 | 52 | 87 | 74 | 0.61 |
The sensitivity (SE) and specificity (SP), given in percentages, and Matthews correlation coefficient (MCC) are listed for each localization (Loc). The number of clusters (No.) per localization is also shown. In Protein Prowler and TargetP, predictions for nu and cy are only available grouped as nu/cy.