CRAN/E | ModTools

ModTools

Tools for Building Regression and Classification Models

Installation

About

Collection of tools for regression and classification tasks. The package implements a consistent user interface to the most popular regression and classification algorithms, such as random forest, neural networks, C5 trees and support vector machines, and complements it with a handful of auxiliary functions, such as variable importance and a tuning function for the parameters.

Key Metrics

Version 0.9.6
R ≥ 3.5.0
Published 2024-01-24 93 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks ModTools results

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Maintainer

Maintainer

Andri Signorell

andri@signorell.net

Authors

Andri Signorell

aut / cre

Bernhard Compton

ctb

Marcel Dettling

ctb

Alexandre Hainard

ctb

Max Kuhn

ctb

Frédérique Lisacek

ctb

Michal Majka

ctb

Markus Müller

ctb

Dan Putler

ctb

Jean-Charles Sanchez

ctb

Natalia Tiberti

ctb

Natacha Turck

ctb

Jarek Tuszynski

ctb

Robin Xavier

ctb

Achim Zeileis

ctb

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ModTools archive

Depends

DescTools
MASS
nnet
survival
R ≥ 3.5.0

Imports

e1071
C50
rpart
randomForest
pROC
methods
relaimpo
rpart.plot
lattice
lmtest
car
robustbase
class
NeuralNetTools
naivebayes
sandwich
AER