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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

70

Version

0.1-29

License

GPL-3

Maintainer

Last Published

November 14th, 2013

Functions in DiscriMiner (0.1-29)

Between-class Sum of Squares Matrix

Insurance Dataset

Binarize a data frame into a super-indicator matrix

Within-class Sum of Squares Matrix

Discriminant Analysis on Qualitative Variables

PLS Discriminant Analysis

Total Sum of Squares Matrix

Quadratic Discriminant Analysis

Within-class Covariance Matrix

Group Variances

Geometric Predictive Discriminant Analysis

Group Quantiles

Descriptive Discriminant Analysis

Discriminant Power

Multiple Correspondence Analysis

Classification function

Correlation Ratio

PLS Discriminant Analysis

Group Standard Deviations

Bordeaux Wines Dataset

F-Statistic Ratio

DiscriMiner-package

Tools of the Trade for Discriminant Analysis

Total Covariance Matrix

Linear Discriminant Analysis

PLS Discriminant Analysis

Between-class Covariance Matrix

Infarctus dataset

Within-class Covariance Matrix