RPCA: A Novel Preprocessing Method for PCA

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td align="left">Database</td><td align="center">Training</td><td align="center">Testing</td><td align="center">Features</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td align="left">Twonorm</td><td align="center">400</td><td align="center">7000</td><td align="center">20</td></tr><tr><td align="left">Waveform</td><td align="center">400</td><td align="center">4600</td><td align="center">21</td></tr><tr><td align="left">Ringnorm</td><td align="center">400</td><td align="center">7000</td><td align="center">20</td></tr><tr><td align="left">Breast cancer</td><td align="center">100</td><td align="center">545</td><td align="center">9</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Advances in Artificial Intelligence

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Table 2

Table 2: RPCA: A Novel Preprocessing Method for PCA 