fig9

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

Figure 9. Feature importance in the additive model for (A) Nb alloys, (B) NbI-Nb5Si3 alloys, (C) NbII-Nb5Si3 alloys, (D) SiI-Nb5Si3 alloys, (E) SiII-Nb5Si3 alloys, (F) combined data set. Blue points are for the training, and red points are for the test set. The distribution of vertical points at each feature is over 100 runs differing by random training-test splits.

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