PSYCHIATRY AND BEHAVIORAL SCIENCES, cilt.10, sa.1, ss.7-12, 2020 (ESCI)
Objective: Recent studies show emotional and behavioral problems in toddler hood affecting later stages of development. However, the predictive factors for psychiatric disorders were not studied with machine learning methods. We aimed to examine the predictors of outcome with machine learning methods, which are novel computational methods including statistical estimation, information theories, and mathematical learning automatically discovering useful patterns in large amounts of data.