Fig. 4 | Scientific Reports

Fig. 4

From: Prediction of the functional outcome of intensive inpatient rehabilitation after stroke using machine learning methods

Fig. 4

Contributions of the predictors to the outcome prediction aggregated among each fold. In panels (A–C), bar plots of the global contributions are presented, whilst in panels (B–D), beeswarm plots with patient-wise contributions are presented. The results are presented for the SVR algorithm. In panels (A–D), the results on the test set of the internal and external validation are presented, respectively. MAS Modified Ashworth Scale, mBI Modified Barthel Index, MI Motricity Index, MMSE Mini-Mental State Examination, mRS Modified Rankin Scale, NIHSS National Institutes of Health Stroke Scale, SPPB Short Physical Performance Battery, TCT Trunk Control Test, UL Upper Limbs.

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