Table 3 Average precision (AP) for each ML model.

From: Machine learning models for predicting short-term progression in patients with stage 4 chronic kidney disease: a multi-center validation study

ML model

AP

RF

0.84 ± 0.13

LR

0.81 ± 0.18

SVM

0.81 ± 0.21

NN

0.77 ± 0.21

XGBoost

0.76 ± 0.15

Ridge

0.75 ± 0.16

Lasso

0.75 ± 0.16

ElasticNet

0.75 ± 0.19

k-NN

0.73 ± 0.20

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