SVMs and Random Forests

  • David Forsyth


Assume we have a labelled dataset consisting of N pairs (xi, yi). Here xi is the i’th feature vector, and yi is the i’th class label. We will assume that there are two classes, and that yi is either 1 or − 1. We wish to predict the sign of y for any point x.

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • David Forsyth
    • 1
  1. 1.Computer Science DepartmentUniversity of Illinois Urbana ChampaignUrbanaUSA

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