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DiscriMiner (version 0.1-22)

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

0.1-22

License

GPL-3

Maintainer

Gaston Sanchez

Last Published

September 14th, 2012

Functions in DiscriMiner (0.1-22)

Between-class Sum of Squares Matrix

Group Quantiles

Linear Discriminant Analysis

Quadratic Discriminant Analysis

Infarctus dataset

Multiple Correspondence Analysis

Within-class Sum of Squares Matrix

Descriptive Discriminant Analysis

Bordeaux Wines Dataset

PLS Discriminant Analysis

Between-class Covariance Matrix

Binarize a data frame into a super-indicator matrix

DiscriMiner-package

Tools of the Trade for Discriminant Analysis

F-Statistic Ratio

Within-class Covariance Matrix

Discriminant Analysis on Qualitative Variables

Geometric Predictive Discriminant Analysis

Group Variances

Group Standard Deviations

Within-class Covariance Matrix

Total Sum of Squares Matrix

Classification function

Correlation Ratio

Discriminant Power

Total Covariance Matrix

Insurance Dataset