SlimPLS-package | slimPLS - Partial Least Squares based multivariate feature selection. |
classificationModel-class | Class "classificationModel" |
expMat-class | Class "expMat" |
featureSet-class | Class "featureSet" |
getClassification | Predicts classes of a samples in a given expression matrix |
readExpMat | Reads an expression matrix file to be used for feature selection and classification |
selectFeatures | Selects the best features using various scoring methods from a given expression matrix |
selectFeaturesSlimPLS | Selects and constructs a set of features using the SlimPLS algorithm methods from a given expression matrix |
trainClassifier | Creates a classification model using a labeled expression matrix and a set of features |