Think of it in terms of a jumble of data without labels, categorization or a sense of context — but with a certain latent value that could be unlocked with proper organization.
Multi-label categorization typically involves a single set of class labels (along a single dimension such as diseases or news categories), and is concerned with assigning the same item into more than one class.
While these two aspects are further discussed in the following sections, we observe here that multi-dimensional categorization, while sharing some aspects with the problem of multi-label categorization (Boutell et al., 2004; Ghamrawi and McCallum, 2005) is not the same problem under a different name.
He further used English to communicate to other African grays in Pepperberg's lab, variously encouraging and chastising their efforts at labeling and categorization.
Eschewing labels and categorization, their shows might just as easily involve music, on the spot psychedelic mural painting, or the eating of elaborately prepared food. .
Multi-label classification was mainly motivated by the tasks of text categorization and medical diagnosis in the past.
We also present promising results for multi-label classification, a challenging research problem in many modern applications such as music, text and image categorization.
The categorization of a question into multiple topics (a.k.a. multi-topic assignment) is a multi-label classification problem, a complex task where each item (question) can be associated with one or more labels (topics).
We've seen startups using CV and machine learning for categorization and labeling mushrooms, then using AR to enable less-skilled workers to do the sorting and selection.
Simply identifying other armed robbers as Ghanaians and clearly naming Fulani armed robbers by their ethnic group name clearly illustrates ethnic labelling and the social categorization put on all Fulani by Ghanaians (through media discourses).
In this work, we scale up single cell matrix-assisted laser desorption/ionization (MALDI) MS to enable label-free mass spectrometric categorization of cells in endocrine systems based on their peptide profiles.
