METHOD OF ESTABLISHING TRAINING OBJECT FOR TRAINING MACHINE TRAINING ALGORITHM Russian patent published in 2017 - IPC G06F17/30 G06N3/08 

FIELD: information technology.

SUBSTANCE: method includes: obtaining a digital training document that will be used in training; the transmission of the digital training document to a plurality of experts, the transmission further includes an indication of the range of possible marks for experts, the range of possible marks includes at least the first possible mark and the second possible mark; receiving from each of the set of experts the selected mark for the formation of a set of selected marks; the creation of an average mark distribution based on a set of selected marks, the distribution of the average mark is the range of perceived marks for the digital training document and the associated probability estimate for each of the perceived marks; and learning the algorithm of machine learning using a digital training document and the distribution of the average mark.

EFFECT: creating the distribution of the average mark of the document relevance to the search query in the form of distribution of the perceived marks.

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