Similarity-based feature set supplementation for classification

Details Similarity-based feature set supplementation for classification Similarity-based feature set supplementation for classification

G - Physics

06

F

G06F 17/30 (2006.01)

Patent

CA 2757771

A set of neighbor items associated with a first item is identified based, in part, on a first feature set associated with the first item, wherein each neighbor item of the set of neighbor items is associated with a feature set. A supplemented feature set is generated for the first item based on the identified set of neighbor items responsive to combining the first feature set and the features sets associated with the set of neighbor items. A set of classification scores associated the first item is generated based on the supplemented feature set, each classification score of the set of classification scores indicating a likelihood that the first item belongs to a class of items.

Un ensemble d'éléments voisins associés à un premier élément est identifié sur la base, en partie, d'un premier ensemble de caractéristiques associé au premier élément, chaque élément voisin de l'ensemble d'éléments voisins est associé à un ensemble de caractéristiques. Un ensemble de caractéristiques augmenté est généré pour le premier élément sur la base de l'ensemble identifié d'éléments voisins en réponse à la combinaison du premier ensemble de caractéristiques et des ensembles de caractéristiques associés à l'ensemble d'éléments voisins. Un ensemble de résultats de classification associé au premier élément est généré sur la base de l'ensemble de caractéristiques augmenté, chaque résultat de classification de l'ensemble de résultats de classification indiquant une probabilité que le premier élément appartienne à une classe des éléments.

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