On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data

<table class="table-group" width="800px"><tr class="fig-image" id="a"><td><img alt="781807.fig.002a" src="https://static.hindawi.com/articles/cmmm/volume-2014/781807/figures/781807.fig.002a.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(a) </b>“Experimental techniques: in vivo methods” category (WkNN)</td></tr></table></td></tr><tr class="fig-image" id="b"><td><img alt="781807.fig.002b" src="https://static.hindawi.com/articles/cmmm/volume-2014/781807/figures/781807.fig.002b.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(b) </b>“Cancer and related diseases: malignant neoplasms (including in situ)” category (WkNN)</td></tr></table></td></tr><tr class="fig-image" id="c"><td><img alt="781807.fig.002c" src="https://static.hindawi.com/articles/cmmm/volume-2014/781807/figures/781807.fig.002c.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(c) </b>“Aging mechanisms by anatomy: cell level” category (WkNN)</td></tr></table></td></tr><tr class="fig-image" id="d"><td><img alt="781807.fig.002d" src="https://static.hindawi.com/articles/cmmm/volume-2014/781807/figures/781807.fig.002d.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(d) </b>“Aging mechanism by anatomy: cell level: cellular substructures” category (WkNN)</td></tr></table></td></tr></table>

<table>CROC curves for different categories of AgingPortfoliio (SVM classification with WkNN analysis).</table>

Computational and Mathematical Methods in Medicine

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Figure 2: On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data 