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Table 4 Validation data results

From: Development and validation of a machine learning model to predict time to renal replacement therapy in patients with chronic kidney disease

Algorithm

R2 (validation data)

MAE (validation data)

Linear regression

0.55

471

Ridge regression

0.56

471

LASSO regression

0.60

450

Elastic net

0.58

463

Random forest

0.48

485

GBDT

0.51

440

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BMC Nephrology

ISSN: 1471-2369

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