Table 7. KNN classification-based predictions of pathological categories with subsets of 30,000 cells and Biomarkers I.
A | Classification | ||||||
---|---|---|---|---|---|---|---|
ID | B | ASAP | AC | Stage II | Stage III | LAC | Total |
HPrEpiC | 1,613 | 20 | 221 | 35 | 16 | 106 | 2,011 |
% | 80.21 | 0.99 | 10.99 | 1.74 | 0.8 | 5.27 | 100 |
LNCaP | 78 | 262 | 430 | 14,681 | 264 | 1,220 | 16,935 |
% | 0.46 | 1.55 | 2.54 | 86.69 | 1.56 | 7.2 | 100 |
B | Classification | ||||||
ID | B | ASAP | AC | Stage II | Stage III | LAC | Total |
Patient 5 | 0 | 1 | 24 | 7,693 | 878 | 2,716 | 11,312 |
% | 0 | 0.01 | 0.21 | 68.01 | 7.76 | 24.01 | 100 |
Patient Z | 201 | 1,062 | 35 | 3,935 | 265 | 3,415 | 8,913 |
% | 2.26 | 11.92 | 0.39 | 44.15 | 2.97 | 38.31 | 100 |
C | Classification | ||||||
Phase | B | ASAP | AC | Stage II | Stage III | LAC | Total |
B1 | 277 | 131 | 416 | 453 | 56 | 1,102 | 2,435 |
% | 11.38 | 5.38 | 17.08 | 18.6 | 2.3 | 45.26 | 100 |
P | 330 | 443 | 263 | 6,164 | 1,705 | 7,874 | 16,779 |
% | 1.97 | 2.64 | 1.57 | 36.74 | 10.16 | 46.93 | 100 |
D | Classification | ||||||
ID | B | ASAP | AC | Stage II | Stage III | LAC | Total |
Patient 7 | 7 | 11 | 32 | 1,568 | 411 | 3,495 | 5,524 |
% | 0.13 | 0.2 | 0.58 | 28.39 | 7.44 | 63.27 | 100 |
Patient 8 | 142 | 140 | 578 | 2,291 | 1,779 | 2,968 | 7,898 |
% | 1.8 | 1.77 | 7.32 | 29.01 | 22.52 | 37.58 | 100 |