Fig. 3: Performance metrics (ROC and the respective AUC) for our link prediction models on the test set (Ttest = [2020, 2022]). | Nature Machine Intelligence

Fig. 3: Performance metrics (ROC and the respective AUC) for our link prediction models on the test set (Ttest = [2020, 2022]).

From: Predicting new research directions in materials science using large language models and concept graphs

Fig. 3: Performance metrics (ROC and the respective AUC) for our link prediction models on the test set (Ttest = [2020, 2022]).

Markers highlight the performances at a threshold of 0.5. a, ROC curves on all data points with a zoomed-in view of the low-false-positive-rate region in the inset. b,c, The respective performance metrics for dprev = 2 (b) and dprev = 3 (c). Best result is in bold.

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