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Regression

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cesarsouza edited this page Dec 2, 2014 · 15 revisions

Standard regression problems

In a regression problem, we would typically have some input vectors x and some desired output values y. Note that, differently from classification problems, here the output values y are not restricted to be class labels, but can rather be continuous variables or vectors.

Models

Linear Regression

Multivariate Linear Regression

Multiple Linear Regression

Logistic Regression

Multinomial Logistic Regression (Softmax)

Support Vector Machines

Neural Networks

Variations

Regression models censored in time

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