Validation of Machine Learning-Based Assessment of Major Depressive Disorder from Paralinguistic Speech Characteristics in Routine Care

<div>Receiver operating characteristic curve from a representative fold (#7) of the PSP system’s cross-validation. SVC = support vector classification; AUC = area under the curve.</div>

Depression and Anxiety

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Figure 3

Figure 3: Validation of Machine Learning-Based Assessment of Major Depressive Disorder from Paralinguistic Speech Characteristics in Routine Care 