DiscriMiner v0.1-29
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Tools of the Trade for Discriminant Analysis
Functions for Discriminant Analysis and Classification purposes
covering various methods such as descriptive, geometric, linear, quadratic,
PLS, as well as qualitative discriminant analyses
Functions in DiscriMiner
| Name | Description | |
| betweenSS | Between-class Sum of Squares Matrix | |
| insurance | Insurance Dataset | |
| binarize | Binarize a data frame into a super-indicator matrix | |
| withinSS | Within-class Sum of Squares Matrix | |
| disqual | Discriminant Analysis on Qualitative Variables | |
| plsDA_old | PLS Discriminant Analysis | |
| groupMeans | Group Means | |
| totalSS | Total Sum of Squares Matrix | |
| quaDA | Quadratic Discriminant Analysis | |
| groupMedians | Group Medians | |
| withinCov | Within-class Covariance Matrix | |
| groupVars | Group Variances | |
| geoDA | Geometric Predictive Discriminant Analysis | |
| groupQuants | Group Quantiles | |
| desDA | Descriptive Discriminant Analysis | |
| discPower | Discriminant Power | |
| easyMCA | Multiple Correspondence Analysis | |
| classify | Classification function | |
| corRatio | Correlation Ratio | |
| plsDA | PLS Discriminant Analysis | |
| groupStds | Group Standard Deviations | |
| bordeaux | Bordeaux Wines Dataset | |
| FRatio | F-Statistic Ratio | |
| DiscriMiner-package | Tools of the Trade for Discriminant Analysis | |
| totalCov | Total Covariance Matrix | |
| linDA | Linear Discriminant Analysis | |
| my_plsDA | PLS Discriminant Analysis | |
| betweenCov | Between-class Covariance Matrix | |
| infarctus | Infarctus dataset | |
| getWithin | Within-class Covariance Matrix | |
| No Results! | ||
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Details
| Type | Package |
| Date | 2013-11-14 |
| License | GPL-3 |
| URL | http://www.gastonsanchez.com |
| LazyData | yes |
| Collate | 'DiscriMiner-package.R' 'FRatio.R' 'betweenCov.R' 'betweenSS.R' 'binarize.R' 'classify.R' 'corRatio.R' 'desDA.R' 'discPower.R' 'disqual.R' 'easyMCA.R' 'geoDA.R' 'getWithin.R' 'groupMeans.R' 'groupMedians.R' 'groupQuants.R' 'groupStds.R' 'groupVars.R' 'linDA.R' 'my_betweenCov.R' 'my_catDA.R' 'my_discFunctions.R' 'my_geoDA.R' 'my_groupMeans.R' 'my_linDA.R' 'my_mca.R' 'my_plsDA.R' 'my_quaDA.R' 'my_tdc.R' 'my_verify.R' 'my_withinCov.R' 'plot.plsda.R' 'print.desda.R' 'print.disqual.R' 'print.geoda.R' 'print.linda.R' 'print.plsda.R' 'print.quada.R' 'print.qualmca.R' 'quaDA.R' 'totalCov.R' 'totalSS.R' 'withinCov.R' 'withinSS.R' 'my_plsDA_old.R' 'plsDA_old.R' 'plsDA.R' |
| Packaged | 2013-11-14 19:52:13 UTC; Gaston |
| NeedsCompilation | no |
| Repository | CRAN |
| Date/Publication | 2013-11-15 00:52:30 |
| depends | base (>= 2.15.0) , R (>= 2.15.0) |
| suggests | FactoMineR , MASS |
| Contributors | Gaston Sanchez, Charles Determan |
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