Linear Discriminant Functions, Least-squares Classification, Generalized Linear Models
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00:01:48
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Recap: Mixture Models |
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00:11:42
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Linear Discriminant Functions |
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00:32:22
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Extension to Multiple Classes |
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00:42:10
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further questions on the linear discriminant model |
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00:48:50
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Least-Squares Classification |
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01:03:05
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Problems with Least Squares |
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01:10:35
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Generalized Linear Models |
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01:15:53
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Relationship to Neural Networks |