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Ordinal Regression Problem
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infant: 1 child: 2 teenager: 3 adult:4
Given some pairs (input xn, rank yn) with a total
order associated with the discrete ranks, find a
function r(x) that predicts the rank of an unseen x
well.
Ling Li & Hsuan-Tien Lin Ordinal Regression by Extended Binary Classification (1/2)
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Our Contributions
A new reduction framework that trans-
forms ordinal regression to binary classi-
fication systematically, and ...

Source: Abu-Mostafa, Yaser S. - Department of Mechanical Engineering & Computer Science Department, California Institute of Technology

Collections: Computer Technologies and Information Sciences