Skip to main content
Figure 3 | BMC Bioinformatics

Figure 3

From: Supervised Regularized Canonical Correlation Analysis: integrating histologic and proteomic measurements for predicting biochemical recurrence following prostate surgery

Figure 3

Classification accuracies of ( ϕP, ϕH) across dimensions d ∈ {1, 2, ..10} using the classifier ϕKNN. Accuracies were obtained for fusing (ϕP, ϕH), with PCA, PLSR, CCA, RCCA, SRCCA TT , SRCCA WRST , and SRCCA WLT across d ∈ {1, 2, ...10} components, using ϕKNN, with K = 1, and leave-one-out validation to identify patients at the risk of biochemical recurrence from those who are not.

Back to article page