Figure 4From: Prediction of breast cancer by profiling of urinary RNA metabolites using Support Vector Machine-based feature selection LDA analysis. Projection of the class distribution onto a straight line by Linear Discriminant Analysis for the discrete and the arctan-encoded metabolite ratios. As can be seen, the pairwise-encoding offers a better partitioning of cancer and healthy collectives by a linear model than the sole concentration features.Back to article page