Table 5.
Performance of three patient-level classification methods on the held-out test set
Method | Accuracy | Precision | Recall | F1-score |
---|---|---|---|---|
All glomeruli | 87a | 87a | 85a | 86a |
Top four glomeruli | 87a | 87a | 85a | 86a |
Top glomerulus | 80 | 82 | 78 | 80 |
The three patient-level classification methods analyzed were using all glomeruli, top four glomeruli, and top glomerulus. Accuracy, precision, recall, and F1-score classification performance metrics were evaluated.
Indicates the model that achieved the best classification performance.