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DiscriMiner (version 0.1-29)

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

64

Version

0.1-29

License

GPL-3

Maintainer

Last Published

November 14th, 2013

Functions in DiscriMiner (0.1-29)

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