To the best of our knowledge, the first use of a hierarchical loss function was originally introduced in the context of document categorization with support vector machines (Cai and Hofmann, 2004).
that work assumed that weights to control the hierarchical loss would be solicited from domain experts, which is inapplicable for FETC.