Table 2.
Model targets | Cohen’s Kappa (SD) | Accuracy (SD) |
---|---|---|
Tumor grade only | 0.54 (± 0.10) | 0.77 (± 0.05) |
Tumor grade and component grades | 0.61 (± 0.09) | 0.80 (± 0.05) |
Tumor grade, component grades and HR and HER2 status | 0.58 (± 0.09) | 0.79 (± 0.05) |
The results for three models trained on different sets of targets are shown on the validation set (n = 142). The standard deviation (SD) was calculated using bootstrapping.
HR hormone receptor.