Kernel machines are used to compute non-linearly separable functions into a higher dimension linearly separable function.
<div style="display:inline-block;padding:0 3px;background-color:#BDC"><a href="//commons.wikimedia.org/wiki/File:Kernel_Machine.png" title="File:Kernel Machine.png"><b>Original: </b></a></div> <div style="display:inline-block;padding:3px 0;"><a href="//commons.wikimedia.org/w/index.php?title=User:Alisneaky&amp;action=edit&amp;redlink=1" class="new" title="User:Alisneaky (page does not exist)">Alisneaky</a></div> <div style="display:inline-block;padding:0 3px;background-color:#CCF">Vector: </div> <div style="display:inline-block;"><a href="//commons.wikimedia.org/wiki/User:Zirguezi" title="User:Zirguezi">Zirguezi</a></div>
CC BY-SA 4.0
Own work based on: <a href="//commons.wikimedia.org/wiki/File:Kernel_Machine.png" title="File:Kernel Machine.png">Kernel Machine.png</a>