Hierarchical classification
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Hierarchical classification is a system of grouping things according to a hierarchy.[1]
In the field of machine learning, hierarchical classification is sometimes referred to as instance space decomposition,[2] which splits a complete multi-class problem into a set of smaller classification problems.
See also
References
- ↑ "Hierarchical Classification" (in en). https://www.canr.msu.edu/resources/hierarchical-classification.
- ↑ Cohen, S.; Rokach, L.; Maimon, O. (2007). "Decision-tree instance-space decomposition with grouped gain-ratio". Information Sciences (Elsevier) 177 (17): 3592–3612. doi:10.1016/j.ins.2007.01.016.
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