Discriminant analysis
SiteMethod, Discriminant analysisMethod
Subjects and collections
Subjects are the site's own grouping of CRAN packages, found by clustering. Collections are sets of packages that communities declare, such as the tidyverse.
- Subjects
- Subjects are found by clustering the words of current CRAN packages and the packages they use. No one edits them by hand.
- Collections
- Collections are sets that communities declare, through a package that installs the set or an organization on GitHub. The site finds them by rules.
- Who made each
- Subjects are marked Site and collections Community. Subjects, collections and task views are never mixed in one list.
- The day of the data
- Subjects and collections were last worked out on 22 Oct 2026.
Packages for linear, quadratic, sparse, flexible and tree-based discriminant analysis in supervised classification.
Grouped by the site
- Packages
- 420 core
- Downloads
- 49,37330 days, one mirror
- Check problems
- 0of 42 checked
- In no task view
- 37of 42
Packages
Other packages 42
klaRClassification and Visualization14,058 downloads, checks OK53% testedUsed by DAmdaMixture and Flexible Discriminant Analysis11,520 downloads, checks OK67% testedUsed by sparseLDAdiscrimModel Wrappers for Discriminant Analysis3,141 downloads, checks OK100% testedIts title names DiscriminantsdaShrinkage Discriminant Analysis and CAT Score Variable Selection2,660 downloads, checks OKno testsUsed by FADAlfdaLocal Fisher Discriminant Analysis2,207 downloads, checks with a note98% testedUsed by DAsparsediscrimSparse and Regularized Discriminant Analysis2,198 downloads, checks with a note73% testedIts title names DiscriminantbindaMulti-Class Discriminant Analysis using Binary Predictors2,059 downloads, checks with a noteno testsIts title names DiscriminantsparseLDASparse Discriminant Analysis2,002 downloads, checks with a noteno testsUses mdaccdaCombined Cluster and Discriminant Analysis493 downloads, checks OKno testsIts title names DiscriminantgipsDADiscriminant Analysis with Permutation-Invariant Covariance Models430 downloads, checks OK80% testedIts title names DiscriminanthdaHeteroscedastic Discriminant Analysis415 downloads, checks with a noteno testsIts title names DiscriminantdawaiDiscriminant Analysis with Additional Information380 downloads, checks OKno testsIts title names DiscriminantrdaShrunken Centroids Regularized Discriminant Analysis379 downloads, checks OK37% testedIts title names DiscriminantfoldaForward Stepwise Discriminant Analysis with Pillai's Trace378 downloads, checks OK82% testedUsed by LDATreeLDATreeOblique Classification Trees with Uncorrelated Linear Discriminant Analysis Splits375 downloads, checks OK50% testedUses foldaaccSDAAccelerated Sparse Discriminant Analysis364 downloads, checks with a noteno testsIts title names DiscriminantNBLDANegative Binomial Linear Discriminant Analysis362 downloads, checks OK0% testedIts title names DiscriminantlpdaLinear Programming Discriminant Analysis347 downloads, checks OKno testsIts title names DiscriminantFADAVariable Selection for Supervised Classification in High Dimension307 downloads, checks with a noteno testsUses sparseLDAabcrldaAsymptotically Bias-Corrected Regularized Linear Discriminant Analysis305 downloads, checks OKno testsIts title names DiscriminanttreeDATree-Based Discriminant Analysis300 downloads, checks OK- tests not knownUses sparseLDAkfdaKernel Fisher Discriminant Analysis298 downloads, checks OKno testsIts title names DiscriminantHiDimDAHigh Dimensional Discriminant Analysis294 downloads, checks OKno testsIts title names DiscriminantMGSDAMulti-Group Sparse Discriminant Analysis284 downloads, checks with a noteno testsIts title names DiscriminantmsdaMulti-Class Sparse Discriminant Analysis269 downloads, checks OKno testsIts title names DiscriminantldamatchSelection of Statistically Similar Research Groups259 downloads, checks OK33% testedIts description mentions selection and linear discriminantDADiscriminant Analysis for Evolutionary Inference248 downloads, checks OK0% testedUses klaRvdarDiscriminant Analysis Incorporating Individual Uncertainties245 downloads, checks with a noteno testsIts title names DiscriminantrobustDARobust Mixture Discriminant Analysis243 downloads, checks with a noteno testsIts title names DiscriminantcatchCovariate-Adjusted Tensor Classification in High-Dimensions240 downloads, checks with a noteno testsIts description mentions discriminant analysis and classificationcldaConvolution-Based Linear Discriminant Analysis229 downloads, checks OKno testsIts title names DiscriminantNetDANetwork-Based Discriminant Analysis Subject to Multi-Label Classes226 downloads, checks with a noteno testsIts title names DiscriminantTULIPA Toolbox for Linear Discriminant Analysis with Penalties221 downloads, checks with a noteno testsIts title names DiscriminantswaSubsampling Winner Algorithm for Classification209 downloads, checks with a noteno testsIts description mentions classification and linear discriminanttransDATransformation Discriminant Analysis204 downloads, checks OKno testsIts title names DiscriminantregdaRegularised Discriminant Analysis197 downloads, checks OKno testsIts title names DiscriminantSPCALDAA New Reduced-Rank Linear Discriminant Analysis Method184 downloads, checks with a noteno testsIts title names DiscriminantCompositionalHDDAHigh Dimensional Discriminant Analysis with Compositional Data183 downloads, checks OKno testsIts title names DiscriminantrDecodeDescent-Based Calibrated Optimal Direct Estimation181 downloads, checks with a noteno testsIts description mentions high dimensional and linear discriminantQuanDAQuantile-Based Discriminant Analysis for High-Dimensional Imbalanced Classification180 downloads, checks OKno testsIts title names DiscriminantkerndaKernel Discriminant Analysis153 downloads, checks OKno testsIts title names DiscriminantrobqdaRobust Quadratic Discriminant Analysis146 downloads, checks OKno testsIts title names Discriminant