Inspecting class hierarchies in classification-based metric learning models

1 code implementation • 26 Jan 2023 • Hyeongji Kim, Pekka Parviainen, Terje Berge, Ketil Malde

In addition to the standard classification accuracy, we evaluate the hierarchical inference performance by inspecting learned class representatives and the hierarchy-informed performance, i. e., the classification performance, and the metric learning performance by considering predefined hierarchical structures.

Classification Metric Learning