Table 3 Final Model Accuracy Results. Columns 4-8 results are based on classifying remission if the predicted remission probability is 50% or greater

From: Development of the treatment prediction model in the artificial intelligence in depression – medication enhancement study

Data Source

Accuracy

AUC

F1-Score

Sensitivity

Specificity

NPV

PPV

Validation Set

0.60

0.62

0.55

0.56

0.62

0.65

0.53

Held-Out Test Set

0.60

0.65

0.51

0.47

0.70

0.55

0.64

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