Other packages > Find by keyword >

nlcv  

Nested Loop Cross Validation
View on CRAN: Click here


Download and install nlcv package within the R console
Install from CRAN:
install.packages("nlcv")

Install from Github:
library("remotes")
install_github("cran/nlcv")

Install by package version:
library("remotes")
install_version("nlcv", "0.3.5")



Attach the package and use:
library("nlcv")
Maintained by
Laure Cougnaud
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-10-19
Latest Update: 2018-06-29
Description:
Nested loop cross validation for classification purposes for misclassification error rate estimation. The package supports several methodologies for feature selection: random forest, Student t-test, limma, and provides an interface to the following classification methods in the 'MLInterfaces' package: linear, quadratic discriminant analyses, random forest, bagging, prediction analysis for microarray, generalized linear model, support vector machine (svm and ksvm). Visualizations to assess the quality of the classifier are included: plot of the ranks of the features, scores plot for a specific classification algorithm and number of features, misclassification rate for the different number of features and classification algorithms tested and ROC plot. For further details about the methodology, please check: Markus Ruschhaupt, Wolfgang Huber, Annemarie Poustka, and Ulrich Mansmann (2004) .
How to cite:
Laure Cougnaud (2017). nlcv: Nested Loop Cross Validation. R package version 0.3.5, https://cran.r-project.org/web/packages/nlcv. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.3.2 (2017-10-19 19:32), 0.3.3 (2018-05-04 20:19), 0.3.4 (2018-05-18 14:01)
Other packages that cited nlcv R package
View nlcv citation profile
Other R packages that nlcv depends, imports, suggests or enhances
Complete documentation for nlcv
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA