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DiscriMiner (version 0.1-28)

Tools of the Trade for Discriminant Analysis

Description

Functions for Discriminant Analysis and Classification purposes covering various methods such as descriptive, geometric, linear, quadratic, PLS, as well as qualitative discriminant analyses

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Version

Install

install.packages('DiscriMiner')

Monthly Downloads

21

Version

0.1-28

License

GPL-3

Maintainer

Gaston Sanchez

Last Published

October 20th, 2013

Functions in DiscriMiner (0.1-28)

groupMeans

Group Means
withinCov

Within-class Covariance Matrix
binarize

Binarize a data frame into a super-indicator matrix
linDA

Linear Discriminant Analysis
betweenSS

Between-class Sum of Squares Matrix
groupStds

Group Standard Deviations
plsDA

PLS Discriminant Analysis
groupMedians

Group Medians
betweenCov

Between-class Covariance Matrix
plsDA_old

PLS Discriminant Analysis
groupQuants

Group Quantiles
insurance

Insurance Dataset
my_plsDA

PLS Discriminant Analysis
easyMCA

Multiple Correspondence Analysis
DiscriMiner-package

Tools of the Trade for Discriminant Analysis
classify

Classification function
FRatio

F-Statistic Ratio
getWithin

Within-class Covariance Matrix
infarctus

Infarctus dataset
corRatio

Correlation Ratio
totalSS

Total Sum of Squares Matrix
desDA

Descriptive Discriminant Analysis
totalCov

Total Covariance Matrix
quaDA

Quadratic Discriminant Analysis
disqual

Discriminant Analysis on Qualitative Variables
groupVars

Group Variances
bordeaux

Bordeaux Wines Dataset
geoDA

Geometric Predictive Discriminant Analysis
discPower

Discriminant Power
withinSS

Within-class Sum of Squares Matrix