fig10

Figure 10. UMAP feature analyses on various data subsets of substitutions where the substitution energies are predicted by the CE-SVR models: (A) Nb, (B) Nb_I-Nb₅Si₃, (C) Nb_II-Nb₅Si₃, (D) Si_I-Nb₅Si₃, (E) Si_II-Nb₅Si₃, and (F) combined Nb₅Si₃. UMAP: Uniform manifold approximation and projection; CE-SVR: center-environment-support vector regression.