Results of the svm.SVC model applied to the LSST filter system. The left-column panels show the 20F model (full u′g′r′i′z′Y coverage), the middle-column panels show the 12F model (excluding the u′ band), and the right-column panels show the 8F model (excluding both u′ and Y bands). The top-row panels display the u′g′Y cc–diagram, while the bottom-row panels show the g′i′z′ cc–diagram, representing the configuration without u′ and Y bands. The color scale indicates the classification probability assigned to each source, with higher values corresponding to greater confidence in the predicted class.