kohonen - Supervised and Unsupervised Self-Organising Maps
Functions to train self-organising maps (SOMs). Also interrogation of the maps and prediction using trained maps are supported. The name of the package refers to Teuvo Kohonen, the inventor of the SOM.
Last updated 1 years ago
9 stars 7.07 score 1 dependencies 12 dependentsBioMark - Find Biomarkers in Two-Class Discrimination Problems
Variable selection methods are provided for several classification methods: the lasso/elastic net, PCLDA, PLSDA, and several t-tests. Two approaches for selecting cutoffs can be used, one based on the stability of model coefficients under perturbation, and the other on higher criticism.
Last updated 9 years ago
2.32 score 17 dependencies