From: Prediction of disease-related mutations affecting protein localization
 | Mutant compartment | ||||||||
---|---|---|---|---|---|---|---|---|---|
Wild type compartmenta | tp | fp | tn | fn | Accuracy | Precision | Recall | MCC | Proteins located |
CK | 2 | 38 | 1471 | 5 | 0.972 | 0.050 | 0.286 | 0.110 | 40 |
CK_PM | 0 | 31 | 1485 | 31 | 0.960 | 0.000 | 0.000 | -0.020 | 31 |
C | 339 | 304 | 713 | 160 | 0.694 | 0.527 | 0.679 | 0.362 | 643 |
C_G | 0 | 29 | 1450 | 37 | 0.956 | 0.000 | 0.000 | -0.022 | 29 |
C_M | 8 | 145 | 1328 | 35 | 0.881 | 0.052 | 0.186 | 0.048 | 153 |
C_N | 102 | 365 | 963 | 86 | 0.703 | 0.218 | 0.543 | 0.191 | 467 |
C_P | 3 | 77 | 1425 | 11 | 0.942 | 0.038 | 0.214 | 0.070 | 80 |
ER | 85 | 253 | 1081 | 97 | 0.769 | 0.251 | 0.467 | 0.217 | 338 |
ER_G | 4 | 70 | 1392 | 50 | 0.921 | 0.054 | 0.074 | 0.023 | 74 |
ER_M | 2 | 92 | 1413 | 9 | 0.933 | 0.021 | 0.182 | 0.042 | 94 |
S | 281 | 321 | 856 | 58 | 0.750 | 0.467 | 0.829 | 0.474 | 602 |
S_PM | 4 | 148 | 1358 | 6 | 0.898 | 0.026 | 0.400 | 0.081 | 152 |
G | 13 | 74 | 1344 | 85 | 0.895 | 0.149 | 0.133 | 0.085 | 87 |
L | 33 | 202 | 1258 | 23 | 0.852 | 0.140 | 0.589 | 0.235 | 235 |
M | 128 | 325 | 1038 | 25 | 0.769 | 0.283 | 0.837 | 0.394 | 453 |
M_N | 0 | 33 | 1459 | 24 | 0.962 | 0.000 | 0.000 | -0.019 | 33 |
M_P | 1 | 112 | 1397 | 6 | 0.922 | 0.009 | 0.143 | 0.018 | 113 |
N | 325 | 330 | 790 | 71 | 0.735 | 0.496 | 0.821 | 0.467 | 655 |
P | 12 | 302 | 1184 | 18 | 0.789 | 0.038 | 0.400 | 0.068 | 314 |
PM | 356 | 185 | 841 | 134 | 0.790 | 0.658 | 0.727 | 0.533 | 542 |
Summary | 1696b | 3398b | Â | 966b | 0.854c | 0.174c | 0.375c | 0.168c | 5095b |