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Мы пересмотрели классический дизайн системы матчинга и теперь можем находить не пары, а группы одинаковых товаров.

Привет, это Иван Антипов, ML-инженер и автор канала AI about AI. В этих карточках я рассказал про кластеризацию на графах. Это один из этапов поиска групп одинаковых товаров, который позволяет находить кластеры товаров-дубликатов с достаточно большой полнотой (completeness). При этом кластеризация не множит ошибки из-за False Positive предсказаний, а сохраняет однородность (homogeneity) кластеров.

Подробнее о подходе смотрите в карточках 😤

#ozontech_experts #ml

Ozon Tech ✔
Мы пересмотрели классический дизайн системы матчинга и теперь можем находить не пары, а группы одинаковых товаров.

Привет, это Иван Антипов, ML-инженер и автор канала AI about AI. В этих карточках я рассказал про кластеризацию на графах. Это один из этапов поиска групп одинаковых товаров, который позволяет находить кластеры товаров-дубликатов с достаточно большой полнотой (completeness). При этом кластеризация не множит ошибки из-за False Positive предсказаний, а сохраняет однородность (homogeneity) кластеров.

Подробнее о подходе смотрите в карточках 😤

#ozontech_experts #ml
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Мы пересмотрели классический дизайн системы матчинга и теперь можем находить не пары

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