GSE16446
Breat cancer dataset (Lancet Oncol 2010, 120 patients)
| agebin | dmfs_event | dmfs_time | erbb2bimod | esr1bimod | final_analysis | grade | her2fish | her2fishbin | n | os_event | os_time | pcr | t | top2atri | topoihc | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GSM411290 | 0 | NaN | NaN | 0 | 0 | NO | 3 | 1.01 | 0 | N0 | NaN | NaN | NaN | T2 | 0 | NaN |
| GSM411291 | 1 | NaN | NaN | 1 | 0 | NO | 3 | NaN | NaN | N1 | NaN | NaN | NaN | T2 | NaN | 2 |
| GSM411292 | 0 | 0 | 1022 | 1 | 0 | YES | 3 | 3.61 | 1 | N1 | 0 | 1022 | 0 | T2 | -1 | 10 |
| GSM411293 | 1 | 0 | 675 | 0 | 0 | YES | 3 | 4.29 | 1 | N1 | 0 | 675 | 0 | T4 | -1 | NaN |
| GSM411294 | 0 | 0 | 845 | 1 | 0 | YES | 3 | 4.67 | 1 | N0 | 0 | 845 | 0 | T2 | -1 | NaN |
| GSM411295 | 0 | 0 | 1856 | 1 | 0 | YES | 3 | 3.96 | 1 | N3 | 0 | 1856 | 0 | T2 | -1 | 90 |
| GSM411296 | 1 | NaN | NaN | 0 | 0 | NO | 3 | 0.71 | 0 | N1 | NaN | NaN | NaN | T2 | -1 | 10 |
| GSM411297 | 0 | 0 | NaN | 0 | 0 | YES | 3 | 1 | 0 | N0 | 0 | NaN | 0 | T2 | -1 | 10 |
| GSM411298 | 0 | 0 | 1404 | 1 | 0 | YES | 3 | 3.7 | 1 | N1 | 0 | 1404 | 0 | T2 | -1 | 5 |
| GSM411299 | 0 | 0 | 1719 | 1 | 0 | YES | 3 | 4.81 | 1 | N1 | 0 | 1719 | 0 | T2 | -1 | 20 |
| GSM411300 | 1 | 0 | 1082 | 1 | 0 | YES | 3 | 6.96 | 1 | N0 | 0 | 1082 | 0 | T2 | -1 | NaN |
| GSM411301 | 0 | 0 | 986 | 0 | 0 | YES | 3 | 2.26 | 1 | N0 | 0 | 986 | 0 | T1 | 0 | 30 |
| GSM411302 | 1 | 0 | 1724 | 1 | 0 | YES | 2 | 8.08 | 1 | N0 | 0 | 1724 | 0 | T2 | 0 | 20 |
| GSM411303 | 0 | 1 | 323 | 0 | 0 | YES | 3 | 0.84 | 0 | N1 | 1 | 323 | 0 | T2 | 0 | 30 |
| GSM411304 | 1 | 1 | 376 | 1 | 0 | YES | 2 | 7.16 | 1 | N1 | 0 | 527 | 0 | T4 | 0 | NaN |
| GSM411305 | 0 | 0 | 794 | 1 | 0 | YES | 3 | 7.23 | 1 | N1 | 0 | 794 | 0 | T2 | 0 | 50 |
| GSM411306 | 0 | 0 | 1727 | 0 | 0 | YES | 3 | 1.04 | 0 | N1 | 0 | 1727 | 0 | T2 | 0 | 17.5 |
| GSM411307 | 1 | 0 | 1159 | 1 | 0 | YES | 3 | 4.6 | 1 | N1 | 0 | 1159 | 0 | T4 | 0 | 70 |
| GSM411308 | 0 | 0 | 774 | 0 | 0 | YES | 3 | 0.95 | 0 | N0 | 0 | 774 | 0 | T1 | 0 | 5 |
| GSM411309 | 0 | 1 | 291 | 0 | 0 | YES | 3 | 1.08 | 0 | N1 | 1 | 858 | 0 | T3 | 0 | 15 |
| GSM411310 | 0 | 0 | 1349 | 0 | 0 | YES | 3 | 0.98 | 0 | N1 | 0 | 1349 | 0 | T2 | 0 | 30 |
| GSM411311 | 0 | 0 | 1336 | 0 | 0 | YES | 3 | 0.98 | 0 | N1 | 0 | 1336 | 0 | T2 | 0 | 5 |
| GSM411312 | 1 | 0 | 771 | 0 | 0 | YES | 3 | 1.15 | 0 | N1 | 0 | 771 | 0 | T2 | 0 | 25 |
| GSM411313 | 0 | 0 | 1150 | 0 | 0 | YES | 3 | 1.02 | 0 | N0 | 0 | 1150 | 0 | T2 | 0 | 80 |
| GSM411314 | 1 | 0 | 1259 | 0 | 0 | YES | 2 | 1 | 0 | N1 | 0 | 1259 | 0 | T2 | 0 | 25 |
| GSM411315 | 1 | 0 | NaN | 0 | 0 | YES | 2 | 1 | 0 | N0 | 0 | NaN | 0 | T2 | 0 | NaN |
| GSM411316 | 0 | 1 | 553 | 1 | 0 | YES | NaN | 1 | 0 | N1 | 0 | 2128 | 0 | T2 | 0 | 2 |
| GSM411317 | 0 | 1 | 464 | 0 | 0 | YES | 3 | 0.98 | 0 | N1 | 1 | 464 | 0 | T4 | 0 | 30 |
| GSM411318 | 0 | 0 | 748 | 0 | 0 | YES | 3 | 1.09 | 0 | N0 | 0 | 748 | 0 | T2 | 0 | 10 |
| GSM411319 | 1 | 1 | 580 | 0 | 0 | YES | 3 | 1.02 | 0 | N1 | 0 | 1172 | 0 | T1 | 0 | NaN |
| GSM411320 | 1 | 0 | 1376 | 0 | 0 | YES | 2 | 1.06 | 0 | N0 | 0 | 1376 | 0 | T2 | 0 | 10 |
| GSM411321 | 0 | 0 | 1019 | 1 | 0 | YES | 3 | 7.44 | 1 | N1 | 0 | 1019 | 0 | T2 | 0 | 5 |
| GSM411322 | 0 | 0 | 777 | 0 | 0 | YES | 3 | 1.03 | 0 | N1 | 0 | 777 | 0 | T2 | 0 | 5 |
| GSM411323 | 0 | 0 | 1772 | 0 | 0 | YES | 2 | 1.018 | 0 | N1 | 0 | 1772 | 0 | T4 | 0 | 10 |
| GSM411324 | 1 | 0 | 1358 | 0 | 0 | YES | 3 | 1.05 | 0 | N1 | 0 | 1358 | 0 | T2 | 0 | 5 |
| GSM411325 | 1 | 0 | 725 | 0 | 0 | YES | 2 | 1.03 | 0 | N1 | 0 | 725 | 0 | T4 | 0 | 10 |
| GSM411326 | 1 | 0 | 710 | 0 | 0 | YES | 3 | 1.06 | 0 | N1 | 0 | 710 | 0 | T2 | 0 | 25 |
| GSM411327 | 0 | 0 | NaN | 0 | 0 | YES | 3 | 1.06 | 0 | N0 | 0 | NaN | 0 | T2 | 0 | 2 |
| GSM411328 | 1 | 0 | 942 | 0 | 0 | YES | 3 | 1.06 | 0 | N0 | 0 | 942 | 0 | T2 | 0 | NaN |
| GSM411329 | 0 | 1 | 250 | 1 | 0 | YES | 3 | 1.19 | 0 | N1 | 0 | 786 | 0 | T2 | 0 | NaN |
| GSM411330 | 1 | 0 | 1589 | 1 | 0 | YES | 2 | 5.38 | 1 | N0 | 0 | 1589 | 0 | T4 | 0 | 20 |
| GSM411331 | 1 | 1 | 627 | 0 | 0 | YES | 3 | 1.07 | 0 | N0 | 0 | 1211 | 0 | T1 | 0 | <10 |
| GSM411332 | 1 | 0 | 693 | 0 | 0 | YES | 3 | 1.13 | 0 | N1 | 0 | 693 | 0 | T2 | 0 | NaN |
| GSM411333 | 1 | 0 | 1041 | 0 | 0 | YES | 3 | 1.07 | 0 | N0 | 0 | 1041 | 0 | T1 | 0 | 20 |
| GSM411334 | 0 | 1 | 382 | 0 | 0 | YES | 3 | 1.08 | 0 | N0 | 1 | 972 | 0 | T1 | 0 | 15 |
| GSM411335 | 0 | 0 | 914 | 0 | 0 | YES | 3 | 1.08 | 0 | N0 | 0 | 914 | 0 | T1 | 0 | NaN |
| GSM411336 | 0 | 0 | 2114 | 0 | 0 | YES | NaN | 1.08 | 0 | N0 | 0 | 2114 | 0 | T2 | 0 | 5 |
| GSM411337 | 1 | 1 | 1414 | 0 | 0 | YES | 3 | 1.09 | 0 | N0 | 1 | 1932 | 0 | T2 | 0 | 5 |
| GSM411338 | 0 | 0 | 1008 | 1 | 0 | YES | 3 | 6.67 | 1 | N0 | 0 | 1008 | 0 | T2 | 0 | 20 |
| GSM411339 | 1 | 1 | 732 | 0 | 0 | YES | 2 | 1.12 | 0 | N2 | 1 | 732 | 0 | T4 | 0 | 10 |
| GSM411340 | 1 | 0 | NaN | 0 | 0 | YES | 3 | 1.13 | 0 | N2 | 0 | NaN | 0 | T2 | 0 | 10 |
| GSM411341 | 0 | 0 | 1678 | 0 | 0 | YES | 2 | 1.15 | 0 | N0 | 0 | 1678 | 0 | T2 | 0 | 10 |
| GSM411342 | 0 | 0 | 1366 | 0 | 0 | YES | 3 | 1.15 | 0 | N0 | 0 | 1366 | 0 | T2 | 0 | NaN |
| GSM411343 | 0 | 0 | 956 | 0 | 0 | YES | 2 | 1.16 | 0 | N0 | 0 | 956 | 0 | T2 | 0 | 25 |
| GSM411344 | 0 | 0 | 1572 | 0 | 0 | YES | 3 | 1.17 | 0 | N1 | 0 | 1572 | 0 | T2 | 0 | 70 |
| GSM411345 | 0 | 0 | 599 | 0 | 0 | YES | 1 | 1.2 | 0 | N1 | 0 | 599 | 0 | T2 | 0 | NaN |
| GSM411346 | 0 | 0 | 1404 | 0 | 0 | YES | 3 | 1.18 | 0 | N0 | 0 | 1404 | 0 | T2 | 0 | 40 |
| GSM411347 | 1 | 1 | 223 | 0 | 0 | YES | 3 | 1.22 | 0 | N0 | 1 | 431 | 0 | T2 | 0 | <10 |
| GSM411348 | 0 | 0 | 1408 | 0 | 0 | YES | 3 | 1.22 | 0 | N1 | 0 | 1408 | 0 | T2 | 0 | 30 |
| GSM411349 | 0 | 1 | 1145 | 0 | 0 | YES | 2 | 0.77 | 0 | N0 | 1 | 1145 | 0 | T2 | 0 | NaN |
| GSM411350 | 1 | 0 | NaN | 0 | 0 | YES | 3 | 1.34 | 0 | N0 | 0 | NaN | 0 | T1 | 0 | NaN |
| GSM411351 | 1 | 1 | 254 | 1 | 0 | YES | 3 | 7.5 | 1 | N1 | 0 | 2187 | 0 | T2 | 0 | 20 |
| GSM411352 | 0 | 0 | 669 | 0 | 0 | YES | 3 | 1.33 | 0 | N0 | 0 | 669 | 0 | T1 | 0 | 10 |
| GSM411353 | 1 | 0 | 1839 | 0 | 0 | YES | 3 | 1.34 | 0 | N0 | 0 | 1839 | 0 | T3 | 0 | 10 |
| GSM411354 | 1 | 1 | 314 | 0 | 0 | YES | 3 | 1.34 | 0 | N1 | 1 | 314 | 0 | T4 | 0 | 30 |
| GSM411355 | 0 | 1 | 1834 | 0 | 0 | YES | 3 | 1.06 | 0 | N0 | 1 | 1834 | 0 | T3 | 0 | 80 |
| GSM411356 | 0 | 0 | 2162 | 0 | 0 | YES | 2 | 1.31 | 0 | N0 | 0 | 2162 | 0 | T2 | 0 | 15 |
| GSM411357 | 0 | 0 | 396 | 0 | 0 | YES | 3 | 1.64 | 0 | N1 | 0 | 396 | 0 | T4 | 0 | 20 |
| GSM411358 | 0 | 1 | 344 | 1 | 0 | YES | 2 | 3.05 | 1 | N0 | 1 | 750 | 0 | T2 | 0 | 15 |
| GSM411359 | 1 | 0 | 1390 | 0 | 0 | YES | 3 | 1.7 | 0 | N1 | 0 | 1390 | 0 | T1 | 0 | 40 |
| GSM411360 | 0 | 1 | NaN | 0 | 0 | YES | 3 | 1.76 | 0 | N1 | 1 | NaN | 0 | T4 | 0 | 50 |
| GSM411361 | 0 | 1 | 379 | 0 | 0 | YES | 3 | 1.77 | 0 | N0 | 1 | 630 | 0 | T2 | 0 | 20 |
| GSM411362 | 1 | 1 | 1072 | 0 | 0 | YES | 2 | 2.3 | 1 | N0 | 0 | 1524 | 0 | T2 | 1 | 25 |
| GSM411363 | 0 | 0 | 860 | 1 | 0 | YES | 3 | 6.37 | 1 | N0 | 0 | 860 | 0 | T1 | 1 | 15 |
| GSM411364 | 1 | NaN | NaN | 0 | 0 | NO | 3 | 2.34 | 1 | N0 | NaN | NaN | NaN | T1 | 1 | 10 |
| GSM411365 | 1 | 0 | 1647 | 0 | 0 | YES | 3 | 4.4 | 1 | N0 | 0 | 1647 | 0 | T2 | 1 | 10 |
| GSM411366 | 0 | 0 | 991 | 1 | 0 | YES | 3 | 4.55 | 1 | N1 | 0 | 991 | 0 | T2 | 1 | 1 |
| GSM411367 | 1 | NaN | NaN | NaN | 1 | NO | NaN | 5.42 | 1 | N1 | NaN | NaN | NaN | T4 | 1 | 60 |
| GSM411368 | 0 | 0 | 640 | 0 | 0 | YES | 3 | 1.09 | 0 | N1 | 0 | 640 | 0 | T2 | NaN | 10 |
| GSM411369 | 0 | 0 | 2069 | 1 | 0 | YES | 3 | NaN | NaN | N3 | 0 | 2069 | 0 | T1 | NaN | NaN |
| GSM411370 | 0 | 0 | 1673 | 0 | 0 | YES | 3 | NaN | NaN | N0 | 0 | 1673 | 0 | T1 | NaN | NaN |
| GSM411371 | 0 | 0 | 1852 | 0 | 0 | YES | 3 | NaN | NaN | N1 | 0 | 1852 | 0 | T2 | NaN | 10 |
| GSM411372 | 0 | 0 | 961 | 0 | 0 | YES | 3 | NaN | NaN | N1 | 0 | 961 | 0 | T2 | NaN | 5 |
| GSM411373 | 0 | 1 | 249 | 0 | 0 | YES | 3 | NaN | NaN | N0 | 1 | 547 | 0 | T2 | NaN | NaN |
| GSM411374 | 1 | 1 | 160 | 0 | 0 | YES | 3 | NaN | NaN | N1 | 0 | 737 | 0 | T4 | NaN | NaN |
| GSM411375 | 1 | 0 | 1027 | 0 | 0 | YES | 3 | NaN | NaN | N0 | 0 | 1027 | 0 | T2 | NaN | NaN |
| GSM411376 | 0 | 0 | 919 | 1 | 0 | YES | 3 | NaN | NaN | N1 | 0 | 919 | 0 | T2 | NaN | NaN |
| GSM411377 | 0 | 1 | 558 | 0 | 0 | YES | 3 | NaN | NaN | N1 | 0 | 726 | 0 | T3 | NaN | NaN |
| GSM411378 | 0 | 0 | 1310 | 0 | 0 | YES | 3 | NaN | NaN | N0 | 0 | 1310 | 0 | T2 | NaN | 20 |
| GSM411379 | 1 | 0 | 449 | 0 | 0 | YES | 3 | NaN | NaN | N0 | 0 | 449 | 0 | T2 | NaN | NaN |
| GSM411380 | 1 | 0 | 823 | 0 | 0 | YES | 3 | NaN | NaN | N0 | 0 | 823 | 0 | T2 | NaN | NaN |
| GSM411381 | 0 | 0 | 1336 | 0 | 0 | YES | 3 | NaN | NaN | N1 | 0 | 1336 | 0 | T2 | NaN | 90 |
| GSM411382 | 0 | 0 | 1207 | 0 | 0 | YES | 3 | NaN | NaN | N0 | 0 | 1207 | 0 | T1 | NaN | 20 |
| GSM411383 | 0 | 0 | 1379 | 0 | 0 | YES | 2 | NaN | NaN | N1 | 0 | 1379 | 0 | T2 | NaN | 50 |
| GSM411384 | 0 | 0 | 1125 | 0 | 0 | YES | 3 | NaN | NaN | N1 | 0 | 1125 | 0 | T2 | NaN | 0 |
| GSM411385 | 1 | 0 | 940 | 0 | 0 | YES | 1 | NaN | NaN | N0 | 0 | 940 | 0 | T1 | NaN | 0 |
| GSM411386 | 0 | 0 | 977 | 0 | 0 | YES | 3 | NaN | NaN | N1 | 0 | 977 | 0 | T2 | NaN | NaN |
| GSM411387 | 1 | 1 | 63 | 0 | 0 | YES | 3 | NaN | NaN | N1 | 1 | 359 | 0 | T2 | NaN | NaN |
| GSM411388 | 1 | 0 | 641 | 0 | 0 | YES | 2 | NaN | NaN | N0 | 0 | 641 | 0 | T2 | NaN | NaN |
| GSM411389 | 1 | 1 | 589 | 0 | 0 | YES | 3 | NaN | NaN | N1 | 1 | 592 | 0 | T2 | NaN | NaN |
| GSM411390 | 0 | 0 | 2051 | 1 | 0 | YES | 3 | NaN | NaN | N1 | 0 | 2051 | 0 | T2 | NaN | 0 |
| GSM411391 | 0 | 0 | 2055 | 0 | 0 | YES | NaN | NaN | NaN | N0 | 0 | 2055 | 0 | T1 | NaN | 10 |
| GSM411392 | 0 | 0 | 138 | 0 | 0 | YES | NaN | NaN | NaN | N1 | 0 | 138 | 0 | T2 | NaN | NaN |
| GSM411393 | 1 | 0 | 966 | 1 | 0 | YES | 2 | 5.94 | 1 | N1 | 0 | 966 | 1 | T2 | -1 | 2 |
| GSM411394 | 1 | 0 | 1998 | 0 | 0 | YES | 3 | 0.95 | 0 | N0 | 0 | 1998 | 1 | T2 | -1 | 2 |
| GSM411395 | 0 | 0 | 1998 | 0 | 0 | YES | 2 | 8.43 | 1 | N1 | 0 | 1998 | 1 | T3 | 0 | 20 |
| GSM411396 | 0 | 0 | 1208 | 0 | 0 | YES | 3 | 1 | 0 | N1 | 0 | 1208 | 1 | T2 | 0 | 20 |
| GSM411397 | 0 | 0 | 1781 | 0 | 0 | YES | 3 | 1.09 | 0 | N1 | 0 | 1781 | 1 | T2 | 0 | 15 |
| GSM411398 | 1 | 0 | 1132 | 0 | 0 | YES | 3 | 1.05 | 0 | N0 | 0 | 1132 | 1 | T2 | 0 | 40 |
| GSM411399 | 1 | NaN | NaN | NaN | 1 | NO | 3 | 1.1 | 0 | N0 | NaN | NaN | NaN | T2 | 0 | 40 |
| GSM411400 | 0 | 0 | 1748 | 0 | 0 | YES | 3 | 1.11 | 0 | N1 | 0 | 1748 | 1 | T4 | 0 | NaN |
| GSM411401 | 1 | 0 | 2019 | 0 | 0 | YES | 3 | 1.18 | 0 | N0 | 0 | 2019 | 1 | T4 | 0 | 15 |
| GSM411402 | 0 | 0 | 2011 | 0 | 0 | YES | 2 | 2.25 | 1 | N0 | 0 | 2011 | 1 | T2 | 1 | 10 |
| GSM411403 | 0 | 0 | 635 | 0 | 0 | YES | 3 | 2.47 | 1 | N1 | 0 | 635 | 1 | T2 | 1 | 15 |
| GSM411404 | 1 | 0 | 1308 | 1 | 0 | YES | 3 | 3.25 | 1 | N1 | 0 | 1308 | 1 | T2 | 1 | 50 |
| GSM411405 | 0 | 0 | 2086 | 1 | 0 | YES | NaN | 3.87 | 1 | N1 | 0 | 2086 | 1 | T2 | 1 | 25 |
| GSM411406 | 1 | 0 | 1130 | 1 | 0 | YES | 3 | 7.18 | 1 | N2 | 0 | 1130 | 1 | T2 | 1 | 30 |
| GSM411407 | 0 | 0 | 620 | 1 | 0 | YES | 3 | 11.56 | 1 | N0 | 0 | 620 | 1 | T2 | 1 | NaN |
| GSM411408 | 1 | 0 | 1305 | 0 | 0 | YES | 3 | NaN | NaN | N0 | 0 | 1305 | 1 | T2 | NaN | 80 |
| GSM411409 | 1 | 0 | NaN | 0 | 0 | YES | 3 | NaN | NaN | N1 | 0 | NaN | 1 | T2 | NaN | NaN |