fig5

Figure 5. Probability calibration of MLP, GPC, and SVC under uniform initialization. (A and B) Reliability diagrams for Pd-Pt and Au-Ag-Ge systems, respectively; (C) Multiclass Brier scores; (D) ECEs. MLP: Multi-layer perceptron; GPC: Gaussian process classifier; SVC: support vector classifier; ECEs: expected calibration errors.