Table 6. Validation of KNN classification for predicting tissue pathological categories (including cancer stages) using epithelial cells only and Biomarkers I.
A | Classification | |||||
---|---|---|---|---|---|---|
ID | B | ASAP | Stage II | Stage III | LAC | Total |
HPrEpiC | 1,798 | 29 | 49 | 102 | 88 | 2,066 |
% | 87.03 | 1.4 | 2.37 | 4.94 | 4.26 | 100 |
LNCaP | 128 | 1,070 | 10,775 | 1,587 | 3,877 | 17,437 |
% | 0.73 | 6.14 | 61.79 | 9.1 | 22.23 | 100 |
B | Classification | |||||
ID | B | ASAP | Stage II | Stage III | LAC | Total |
Patient 5 | 2 | 61 | 1,687 | 2,355 | 7,480 | 11,585 |
% | 0.02 | 0.53 | 14.56 | 20.33 | 64.57 | 100 |
Patient Z | 207 | 832 | 73 | 2,652 | 5,610 | 9,374 |
% | 2.21 | 8.88 | 0.78 | 28.29 | 59.85 | 100 |
C | Classification | |||||
Phase | B | ASAP | Stage II | Stage III | LAC | Total |
B1 | 589 | 202 | 87 | 1,052 | 789 | 2,719 |
% | 21.66 | 7.43 | 3.2 | 38.69 | 29.02 | 100 |
P | 437 | 650 | 74 | 10,270 | 8,691 | 20,122 |
% | 2.17 | 3.23 | 0.37 | 51.04 | 43.19 | 100 |
D | Classification | |||||
ID | B | ASAP | Stage II | Stage III | LAC | Total |
Patient 7 | 9 | 250 | 536 | 3,851 | 983 | 5,629 |
% | 0.16 | 4.44 | 9.52 | 68.41 | 17.46 | 100 |
Patient 8 | 232 | 1,038 | 1,215 | 4,136 | 1,894 | 8,515 |
% | 2.72 | 12.19 | 14.27 | 48.57 | 22.24 | 100 |