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Ranking is the task (for respondents) or the result of ordering the given stimuli or performers from "highest" to "lowest" (or *vice versa*) in some respect. It is usually contrasted with rating of stimuli. (For ranking as a way of data transformation - use tag [ranks]).
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Learning to Rank with binary target variable
Is there a Machine Learning Ranking algorithm that can rank documents for a query using as a training dataset to the algorithm a dataset having:
some features of the queries,
some features of the documents …