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MachineLearning (version 0.1.4)

Machine Learning Algorithms for Innovation in Tourism

Description

A collection of routines created in the collaboration framework in tourism innovation between the Valencian Tourism Agency (AVT) and the Miguel Hernandez University. The package provides a set of machine learning tools for pattern detection, association and classification rules and feature selection even under massive data environments. Almiana, Escudero, Prez-Martn, Rabasa, and Santamara (2014) .

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Version

Install

install.packages('MachineLearning')

Monthly Downloads

12

Version

0.1.4

License

AGPL-3

Maintainer

Agust<c3><ad>n P<c3><a9>rez-Torregrosa

Last Published

March 5th, 2020

Functions in MachineLearning (0.1.4)

CART

Fit and graph a cart model
Clustering

A simple and powerful function to create clusters with KMeans
plotCART

Plot rpart or MLA object
EGATUR

EGATUR dataset
plot.MLA

Plot MLA object
AssociationRules

Simple way to obtain data mining rules
print.MLA

Print an MLA Object
CREA.RBS

An expert rule based system using Reduction Based on Significance
VariableRanker

Ranks of importance variables
sampler

Splitting your dataset in training and testing