Fig. 2: Precision and recall performance of the AI model. | Communications Medicine

Fig. 2: Precision and recall performance of the AI model.

From: Utilizing a publicly accessible automated machine learning platform to enable diagnosis before tumor surgery

Fig. 2

(Left) Precision–Recall Curve showing the model’s ability to balance precision and recall across all thresholds. The high values across the curve demonstrate excellent classification performance. (Right) Precision and Recall vs. Confidence Threshold illustrating how precision and recall change with increasing model confidence. The model achieves optimal performance at a confidence threshold around 0.5, where both precision and recall remain near peak values.

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