Fig. 5: Analysis of uncertainty measures and prediction performance across different space groups. | npj Computational Materials

Fig. 5: Analysis of uncertainty measures and prediction performance across different space groups.

From: Interpretable X-ray diffraction spectra analysis using confidence evaluated deep learning enhanced by template element replacement

Fig. 5

a The mean prediction probability of Monte Carlo Dropout. (MCD), Variational Inference (VI) and Laplace Approximation (LA) for different space groups. b The entropy distribution diagram of LA. c–e The mean prediction probability and error bar of LA, MCD and VI for different space groups, respectively.

Back to article page