From: CancerNet: a unified deep learning network for pan-cancer diagnostics
Class | Precision | Recall | F1 |
---|---|---|---|
ACC | 0.99925 | 0.999249 | 0.999227 |
BLCA | 0.998525 | 0.998498 | 0.998507 |
BRCA | 0.998498 | 0.998498 | 0.998498 |
CESC | 0.997868 | 0.997748 | 0.997784 |
CHOL | 0.998248 | 0.997748 | 0.997973 |
COAD | 0.98915 | 0.989489 | 0.989229 |
DLBC | 0.998949 | 0.998874 | 0.998903 |
ESCA | 0.989043 | 0.988739 | 0.988885 |
GBM | 0.991661 | 0.991742 | 0.991697 |
HNSC | 0.991985 | 0.992117 | 0.99203 |
KICH | 0.999625 | 0.999625 | 0.999618 |
KIRC | 0.997748 | 0.997748 | 0.997748 |
KIRP | 0.997793 | 0.997748 | 0.997765 |
LAML | 0.999625 | 0.999625 | 0.999621 |
LGG | 0.991407 | 0.991366 | 0.991386 |
LIHC | 0.997935 | 0.997748 | 0.997795 |
LUAD | 0.997125 | 0.996997 | 0.997033 |
LUSC | 0.994668 | 0.994745 | 0.994648 |
MESO | 0.998875 | 0.998874 | 0.998829 |
OV | 0.997384 | 0.997372 | 0.997377 |
PAAD | 0.997312 | 0.997372 | 0.997321 |
PCPG | 0.999635 | 0.999625 | 0.999627 |
PRAD | 0.996604 | 0.996622 | 0.996567 |
READ | 0.993231 | 0.99024 | 0.991447 |
SARC | 0.998109 | 0.998123 | 0.998115 |
SKCM | 0.99817 | 0.998123 | 0.998138 |
STAD | 0.993135 | 0.993243 | 0.993174 |
TGCT | 1 | 1 | 1 |
THCA | 0.99852 | 0.998498 | 0.998506 |
THYM | 0.997281 | 0.997372 | 0.997296 |
UCEC | 0.993519 | 0.993619 | 0.99353 |
UCS | 0.996655 | 0.996246 | 0.996433 |
UVM | 0.999625 | 0.999625 | 0.999619 |
NORM | 0.987758 | 0.987613 | 0.987665 |