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Библиотека дата-сайентиста | Data Science, Machine learning, анализ данных, машинное обучение

🤔 Что такое Data Valuation

В обучении моделей машинного обучения не все данные одинаково полезны. Например, шумные данные или данные с неправильным label могут снижать качество обучения. Процесс оценки значимости каждого элемента данных называется Data Valuation.

LossVal — это метод оценки Data Valuation, основанный на анализе функции потерь (loss function) модели машинного обучения.

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Create: 2025-01-29
Last Update: 2025-10-25 06:34:01

🤔 Что такое Data Valuation

В обучении моделей машинного обучения не все данные одинаково полезны. Например, шумные данные или данные с неправильным label могут снижать качество обучения. Процесс оценки значимости каждого элемента данных называется Data Valuation.

LossVal — это метод оценки Data Valuation, основанный на анализе функции потерь (loss function) модели машинного обучения.

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Github

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Date: 2025-10-25|

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