Online Sequential Projection Vector Machine with Adaptive Data Mean Update

<table class="figure-group"><tr class="fig-image" id="a"><td><object data="https://static.hindawi.com/articles/cin/volume-2016/5197932/figures/5197932.fig.001a.svgz" name="5197932.fig.001a" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(a) </b>The hidden nodes increase with respect to the new chunk (chunk size is 40) of samples</td></tr><tr class="fig-image" id="b"><td><object data="https://static.hindawi.com/articles/cin/volume-2016/5197932/figures/5197932.fig.001b.svgz" name="5197932.fig.001b" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(b) </b>Training/testing accuracy changes with respect to the new chunk (chunk size is 40) of samples</td></tr></table>

<div>Adaptive model updating with respect to new samples (on Face dataset).</div>

Computational Intelligence and Neuroscience

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Figure 1

Figure 1: Online Sequential Projection Vector Machine with Adaptive Data Mean Update 