R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
Biocomb
View on CRAN: Click
here
Download and install Biocomb package within the R console
Install from CRAN:
install.packages("Biocomb")
Install from Github:
library("remotes")
install_github("cran/Biocomb")
Install by package version:
library("remotes")
install_version("Biocomb", "0.4")
Attach the package and use:
library("Biocomb")
Maintained by
Natalia Novoselova
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
First Published: 2015-10-28
Latest Update: 2018-05-18
Description:
Contains functions for the data analysis with the emphasis on biological data, including several algorithms for feature ranking, feature selection, classification
algorithms with the embedded validation procedures.
The functions can deal with numerical as well as with nominal features. Includes also the functions for calculation
of feature AUC (Area Under the ROC Curve) and HUM (hypervolume under manifold) values and construction 2D- and 3D- ROC curves.
Provides the calculation of Area Above the RCC (AAC) values and construction of Relative Cost Curves
(RCC) to estimate the classifier performance under unequal misclassification costs problem.
There exists the special function to deal with missing values, including different imputing schemes.
How to cite:
Natalia Novoselova (2015). Biocomb: Feature Selection and Classification with the Embedded
Validation Procedures for Biomedical Data Analysis. R package version 0.4, https://cran.r-project.org/web/packages/Biocomb. Accessed 23 Apr. 2025.
Previous versions and publish date:
Other packages that cited Biocomb R package
View Biocomb citation profile
Other R packages that Biocomb depends,
imports, suggests or enhances
Functions, R codes and Examples using
the Biocomb R package
Some associated functions: Biocomb-package . CalcGene . CalcROC . Calculate3D . CalculateHUM_Ex . CalculateHUM_Plot . CalculateHUM_ROC . CalculateHUM_seq . ProcessData . chi2.algorithm . classifier.loop . compute.auc.permutation . compute.auc.random . compute.aucs . cost.curve . data_test . datasetF6 . generate.data.miss . input_miss . leukemia72 . leukemia72_2 . leukemia_miss . pauc . pauclog . plotClass.result . plotRoc.curves . select.cfs . select.fast.filter . select.forward.Corr . select.forward.wrapper . select.inf.chi2 . select.inf.gain . select.inf.symm . select.process . select.relief .
Some associated R codes: CalculateHUM_Ex.R . CalculateHUM_ROC.R . CalculateHUM_seq.R . ROC_Plot.R . RcppExports.R . Sub.filename.R . char.to.numeric.R . class_cross.R . compute.auc.pvalues.R . input_miss.R . pauc.R . plotClass.result.R . plotRoc.curves.R . rcc.aac.R . select.feature.info.R . Full Biocomb package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
BLRShiny2
An interactive document on the topic of binary logistic regression analysis using 'rmarkdown' and ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kartikeya Bolar (view profile)
sociome
Accesses raw data via API and calculates social determinants of health measures for user-specified l ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Nik Krieger (view profile)
rwt
Provides a set of functions for 1D and 2D wavelet and filterbank design analysis and processing. Fun ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: P. Roebuck (view profile)
ODEnetwork
Simulates a network of ordinary differential equations of order
two. The package provides an easy i ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Dirk Surmann (view profile)
GenomeAdapt
Portable, scalable and highly computationally efficient tool for detecting signatures of local adapt ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Xinghu Qin (view profile)
miCoPTCM
Fits Semiparametric Promotion Time Cure Models, taking into account (using a
corrected score approa ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Aurelie Bertrand (view profile)
24,098
R Packages
207,311
Dependencies
65,069
Author Associations
24,099
Publication Badges
