Fig. 3: Machine learning of the magnetic ground states. | npj Computational Materials

Fig. 3: Machine learning of the magnetic ground states.

From: High throughput discovery of 2D ferromagnetic and multiferroic transition metal oxyhalides and nitrogen halides

Fig. 3

Featuring relative importance in predicting (a) TC and (b) J2, respectively. The descriptions of the features were given in Table S5. Inset is the corresponding Pearson correlation (pc) coefficients between the feature and TC (J2). The comparation of SISSO predicted and DFT calculated (c) TC and (d) J2, respectively.

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