Table 5 Initial class distribution concerning each target endpoint and time window, after creating the learning examples considering 3, 4, and 5 consecutive snapshots of patient historical assessments.
90 days | 180 days | 365 days | |||||
|---|---|---|---|---|---|---|---|
N | Y | N | Y | N | Y | ||
C1 | 3 CS | 2640 (94%) | 176 (6%) | 2228 (83%) | 445 (17%) | 1868 (85%) | 331 (15%) |
4 CS | 2229 (93%) | 176 (7%) | 1839 (81%) | 423 (19%) | 1571 (85%) | 282 (15%) | |
5 CS | 1912 (92%) | 175 (8%) | 1537 (79%) | 408 (21%) | 1338 (84%) | 255 (16%) | |
C2 | 3 CS | 3533 (97%) | 128 (3%) | 3304 (92%) | 285 (8%) | 3093 (94%) | 199 (6%) |
4 CS | 3045 (96%) | 127 (4%) | 2822 (91%) | 279 (9%) | 2668 (94%) | 176 (6%) | |
5 CS | 2647 (95%) | 127 (5%) | 2434 (90%) | 269 (10%) | 2317 (94%) | 159 (6%) | |
C3 | 3 CS | 4058 (98%) | 62 (2%) | 3888 (96%) | 183 (4%) | 3669 (97%) | 126 (3%) |
4 CS | 3474 (98%) | 62 (2%) | 3308 (95%) | 179 (5%) | 3144 (97%) | 97 (3%) | |
5 CS | 3001 (98%) | 62 (2%) | 2846 (94%) | 168 (6%) | 2721 (97%) | 75 (3%) | |
C4 | 3 CS | 1692 (87%) | 263 (13%) | 1298 (71%) | 523 (29%) | 1005 (72%) | 388 (28%) |
4 CS | 1415 (84%) | 263 (16%) | 1041 (67%) | 504 (33%) | 833 (70%) | 356 (30%) | |
5 CS | 1226 (82%) | 263 (18%) | 866 (64%) | 490 (36%) | 714 (68%) | 329 (32%) | |
C5 | 3 CS | 3246 (96%) | 146 (4%) | 2907 (88%) | 398 (12%) | 2479 (89%) | 309 (11%) |
4 CS | 2730 (95%) | 146 (5%) | 2402 (86%) | 387 (14%) | 2066 (89%) | 266 (11%) | |
5 CS | 2328 (94%) | 146 (6%) | 2009 (84%) | 378 (16%) | 1750 (89%) | 223 (11%) | |
