DaMiR.Allplot           Quality assessment and visualization of
                        expression data
DaMiR.Clustplot         Expression data clustering and heatmap
DaMiR.EnsL_Predict      Predict new samples class
DaMiR.EnsL_Test         Test Binary Classifiers
DaMiR.EnsL_Train        Train a Binary Classifier using 'Staking'
                        Learning strategy.
DaMiR.EnsembleLearning
                        Build Classifier using 'Staking' Ensemble
                        Learning strategy.
DaMiR.EnsembleLearning2cl
                        Build a Binary Classifier using 'Staking'
                        Learning strategy.
DaMiR.EnsembleLearningNcl
                        Build a Multi-Class Classifier using 'Staking'
                        Learning strategy.
DaMiR.FBest             Select best predictors to build Classification
                        Model
DaMiR.FReduct           Remove highly correlated features, based on
                        feature-per-feature correlation.
DaMiR.FSelect           Feature selection for classification
DaMiR.FSort             Order features by importance, using RReliefF
                        filter
DaMiR.MDSplot           Plot multidimentional scaling (MDS)
DaMiR.ModelSelect       Select the best classification model
DaMiR.SV                Identification of Surrogate Variables
DaMiR.SVadjust          Remove variable effects from expression data
DaMiR.corrplot          Correlation Plot
DaMiR.goldenDice        Generate a Number to Set Seed
DaMiR.iTSadjust         Batch correction of normalized Independent Test
                        Set
DaMiR.iTSnorm           Normalization of Independent Test Set
DaMiR.makeSE            Import RNA-Seq count data and variables
DaMiR.normalization     Filter non Expressed and 'Hypervariant'
                        features and Data Normalization
DaMiR.sampleFilt        Filter Samples by Mean Correlation Distance
                        Metric
DaMiR.transpose         Matrix transposition and replacement of '.' and
                        '-' special characters
SE                      Example gene-expression dataset for DaMiRseq
                        package
SEtest_norm             A sample dataset with a normalized count matrix
                        for "testthat" functions.
data_min                Example gene-expression dataset for DaMiRseq
                        package
data_norm               A dataset with a normalized matrix to test
                        several DaMiRseq functions: sample data are a
                        subset of Genotype-Tissue Expression (GTEx)
                        RNA-Seq database (dbGap Study Accession:
                        phs000424.v6.p1)
data_reduced            Example gene-expression dataset for DaMiRseq
                        package
data_relief             Example ranking dataset for DaMiRseq package
df                      Example gene-expression dataset for DaMiRseq
                        package
selected_features       Example gene-expression dataset for DaMiRseq
                        package
sv                      Example Surrogate Variables dataset for
                        DaMiRseq package
