A New Ensemble Method with Feature Space Partitioning for High-Dimensional Data Classification

<div class="floats-full-page floats-full-page-other"><h2>Table 1</h2><div class="floats-full-page-caption">Datasets used in our experiments.</div><div class="floats-full-page-content"><table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr /></td></tr><tr class="thead"><td align="left">Dataset</td><td align="center">Instances</td><td align="center">Features</td><td align="center">Classes</td></tr><tr><td class="thead-hr" colspan="4"><hr /></td></tr><tr><td align="left">AR10P</td><td align="center">130</td><td align="center">2,400</td><td align="center">10</td></tr><tr><td align="left">ORL10P</td><td align="center">100</td><td align="center">10,304</td><td align="center">10</td></tr><tr><td align="left">PIE10P</td><td align="center">210</td><td align="center">2,420</td><td align="center">10</td></tr><tr><td align="left">PIX10P</td><td align="center">100</td><td align="center">10,000</td><td align="center">10</td></tr><tr><td align="left">Leukemia</td><td align="center">72</td><td align="center">12,582</td><td align="center">3</td></tr><tr><td align="left">Prostate</td><td align="center">102</td><td align="center">12,600</td><td align="center">2</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr" /></td></tr></table></td></tr></table></div></div>

Table 1 | A New Ensemble Method with Feature Space Partitioning for High-Dimensional Data Classification

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Table 1: A New Ensemble Method with Feature Space Partitioning for High-Dimensional Data Classification

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<p><em>Mathematical Problems in Engineering</em> is a broad-based journal publishing&nbsp;results of rigorous engineering research across all disciplines, carried out using mathematical tools.</p>


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<p>Chief Editor, Professor Guangming Xie, is currently a full professor of dynamics and control with the College of Engineering, Peking University. His research interests include complex system dynamics and control and intelligent and biomimetic robots.</p>


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