Words / S / Business

sparsity

noun/ˈspɑːsɪti/

C2CEFR level
80/100Rarity: very rare
TechnicalRegister

The condition of a dataset containing a high proportion of empty or zero values.

The recommendation model struggled with sparsity, since most users had rated only a handful of items.

Topic: Data & analytics in Business English

Rarity runs from 0 (a word everyone knows) to 100 (almost never seen outside specialist or literary writing). Level is the word's real difficulty on the CEFR scale, from A1 to C2.

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