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Maximal margin - PowerPoint PPT Presentation

LING 696B: Graph-based methods and Supervised learning

LING 696B: Graph-based methods and Supervised learning. Road map. Types of learning problems: Unsupervised: clustering, dimension reduction -- Generative models Supervised: classification (today) -- Discriminative models Methodology:

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508 views • 35 slides

Support Vector Machines

Support Vector Machines. Text Book Slides. Find a linear hyperplane (decision boundary) that will separate the data. Support Vector Machines. One Possible Solution. Support Vector Machines. Another possible solution. Support Vector Machines. Other possible solutions.

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605 views • 25 slides

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Maximal margin - PowerPoint PPT Presentation

LING 696B: Graph-based methods and Supervised learning

Support Vector Machines