fig3

Effects of nonlinearity and inter-feature coupling in machine learning studies of Nb alloys with center-environment features

Figure 3. The distribution of pairwise distances between datapoints in the space of features (scaled on unit cube). Solid curves are for alloys of: blue - Nb, red - NbI-Nb5Si3, green - NbII-Nb5Si3, black - SiI-Nb5Si3, magenta - SiII-Nb5Si3. Black circles are for the combined dataset. The curves were scaled by 1/3 for NbII-Nb5Si3 and by 1/6 for the combined set for better readability.

Journal of Materials Informatics
ISSN 2770-372X (Online)
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