Posts Tagged ‘ ordinal regression ’

Logistic Ordinal Regression

May 1, 2013
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Logistic Ordinal Regression

TL;DR: I've implemented a logistic ordinal regression or proportional odds model. Here is the Python code The logistic ordinal regression model, also known as the proportional odds was introduced in the early 80s by McCullagh [1, 2] and is a generali...

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Loss Functions for Ordinal regression

February 26, 2013
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Loss Functions for Ordinal regression

Note: this post contains a fair amount of LaTeX, if you don't visualize the math correctly come to its original location In machine learning it is common to formulate the classification task as a minimization problem over a given loss function. Given...

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