Table 11 Evaluation outcomes on test Set.

From: Kolmogorov–Arnold Networks for predicting carotid intima-media thickness in cardiovascular risk assessment

Model

RMSE (mm)

MAPE (%)

CCC

PR-AUC

KAN

0.041

7.4

0.88

0.92

Decision Tree

0.049

8.6

0.81

0.86

Random Forest

0.052

9.8

0.79

0.84

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