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Multivariate Methods

Multivariate Methods. Slides from Machine Learning by Ethem Alpaydin Expanded by some slides from Gutierrez-Osuna. Overview .

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Lecture 3. Linear Models for Classification

Lecture 3. Linear Models for Classification. O utline. G e neral framework of Classification Discriminant Analysis Linear discriminant analysis, quadratic discriminant analysis, rank-reduced ~ Logistic Regression Perceptron and Separating Hyperplane. Framework for Classification.

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747 views • 51 slides

Introduction to Machine Learning Multivariate Methods

Introduction to Machine Learning Multivariate Methods. ?? : ???. Multiple measurements d inputs/features/attributes: d -variate N instances/observations/examples. Multivariate Data. Multivariate Parameters. Parameter Estimation. Estimation of Missing Values.

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513 views • 24 slides

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Common covariance matrix s - PowerPoint PPT Presentation

Multivariate Methods

Lecture 3. Linear Models for Classification

Introduction to Machine Learning Multivariate Methods