One-Class Classification by Ensembles of Random Planes (OCCERPs)

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">If</td><td class="align_center">LOF</td><td class="align_center">OCSVM</td><td class="align_center">Autoencoder</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Wins/Losses/Ties</td><td class="align_center">24/2/0</td><td class="align_center">17/6/3</td><td class="align_center">26/0/0</td><td class="align_center">25/0/1</td></tr><tr><td class="align_left">Effective number of wins</td><td class="align_center">24</td><td class="align_center">18</td><td class="align_center">26</td><td class="align_center">25</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Wins/losses/ties of OCCERP (500) against other OCC algorithms. A tie is split evenly between the two algorithms.</div>

Computational Intelligence and Neuroscience

tab5

Table 5

Table 5: One-Class Classification by Ensembles of Random Planes (OCCERPs) 