mark classification models. We use the <a href="https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html">dataset from LIBSVM</a>, which transforms the problem from multiclass to binary. The covertype dataset can be downloaded using the <code>sgmcmc</code> function <code>getDataset</code> as follows:</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">library</span>(sgmcmc)
<span class="co"># Download and load covertype dataset</span>
covertype =<span