..

svm

  • The aim is to put a straight line so that the width of the street is maximum
  • if $\vec{w} \cdot \vec{u} + b \ge 0$ then the sample is a positive one
  • We don’t know which $w$ or $b$ to use
  • $\vec{w}$ is perpendicular to the median line