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. 2021 Dec 9;3(3):534–545. doi: 10.34067/KID.0005102021

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.

a

Indicates the model that achieved the best classification performance.