<p>Mean misclassification rates for each of the dimension reduction-based methods using the trimmed dataset to build the classification model. <b>A</b>) Is from the OC dataset <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0024973#pone.0024973-Lee1" target="_blank">[16]</a>, <b>B</b>) is from the Gaucher disease dataset <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0024973#pone.0024973-Hendriks1" target="_blank">[46]</a>, <b>C</b>) is from the LC datasets and <b>D</b>) is from the CRC dataset <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0024973#pone.0024973-Schleif1" target="_blank">[14]</a>. Blue circles illustrate PLS-LDA classification results, red triangles are from a PLS-RF classifier and purple crosses show results obtained from a PCA-LDA classifier.</p
