lecture1.pptx - MML minor#1 2 3 4 5 6 7 8 9 10 11

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MML minor #1 Метод опорных векторов. Ядра.
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Повторение: задача классификации 07/09/2017 2
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Повторение: линейный классификатор 07/09/2017 3
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Повторение: линейный классификатор 07/09/2017 4
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Нормаль гиперплоскости 07/09/2017 5
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Расстояние от гиперплоскости 07/09/2017 6 Как выразить через параметры ?
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Расстояние от гиперплоскости 07/09/2017 7
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Отступ классификатора 07/09/2017 8 Зачем придумали отступ?
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Зачем нам отступ? 07/09/2017 9
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Почему хотим большой отступ 07/09/2017 10 Здесь отступ больше. Меньше ошибка на тесте! ? ?
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Каноническая гиперплоскость 07/09/2017 11
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Опорные вектора и отступ 07/09/2017 12
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SVM (линейная разделимость) 07/09/2017 13
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SVM (линейная разделимость) 07/09/2017 14
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Отсутствие линейной разделимости 07/09/2017 15
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Штрафы 07/09/2017 16
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SVM (Общий случай) 07/09/2017 17
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SVM (Общий случай) 07/09/2017 18
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Эффект регуляризации 07/09/2017 19
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А как быть тут?
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