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Artificial Intelligence in Health Benchmarking ML imputation in mental health surveys

A

B

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Figure 4. Imputation performance on summary scores from mental health surveys. Root mean squared error (RMSE) values for imputing social
communication questionnaire scores (A), Repetitive Behavior Scale-Revised scores (B), Developmental coordination disorder questionnaire scores
(C) across the Missing Completely at Random (MCAR) and missing not at random (MNAR) trials. RMSE values for the across the MCAR and MNAR trials.

Volume 2 Issue 1 (2025) 89 doi: 10.36922/aih.4406