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Any-of or multivalue classification
Classes are independent of each other.
A document can belong to 0, 1, or >1 classes.
Decompose into n binary problems
Quite common for documents
One-of or multinomial or polytomous classification
Classes are mutually exclusive.
Each document belongs to exactly one class
E.g., digit recognition is polytomous classification
Digits are mutually exclusive
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