Feature Genes Selection Using Supervised Locally Linear Embedding and Correlation Coefficient for Microarray Classification

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Dataset</td><td class="align_center">Number of features</td><td class="align_center">Classes</td><td class="align_center">Number of instances</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Leukemia</td><td class="align_center">7129</td><td class="align_center">ALL (47), AML (25)</td><td class="align_center">72</td></tr><tr><td class="align_left">Colon</td><td class="align_center">2000</td><td class="align_center">Tumor (40), normal (22)</td><td class="align_center">62</td></tr><tr><td class="align_left">Lung</td><td class="align_center">12600</td><td class="align_center">Tumor (186), normal (17)</td><td class="align_center">203</td></tr><tr><td class="align_left">Prostate</td><td class="align_center">12600</td><td class="align_center">Tumor (52), normal (50)</td><td class="align_center">102</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Computational and Mathematical Methods in Medicine

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Table 3

Table 3: Feature Genes Selection Using Supervised Locally Linear Embedding and Correlation Coefficient for Microarray Classification 