Table 3 Validation results for different multivariate methods incorporated in the GUI
From: A novel R-package graphic user interface for the analysis of metabonomic profiles
Multivariate Method | Tobacco predictive value | Healthy predictive value | Sensitivity | Specificity |
|---|---|---|---|---|
LDA | 86% | 100% | 100% | 83% |
PLS (Ding and Gentleman) | 100% | 100% | 100% | 100% |
PLS (Kernel) | 100% | 100% | 100% | 100% |
Single hidden layer neural network | 86% | 100% | 100% | 83% |
Feedforward neural network | 86% | 100% | 100% | 83% |