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
ebmc
View on CRAN: Click
here
Download and install ebmc package within the R console
Install from CRAN:
install.packages("ebmc")
Install from Github:
library("remotes")
install_github("cran/ebmc")
Install by package version:
library("remotes")
install_version("ebmc", "1.0.1")
Attach the package and use:
library("ebmc")
Maintained by
"Hsiang Hao, Chen"
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-29
Latest Update: 2022-01-10
Description:
Four ensemble-based methods (SMOTEBoost, RUSBoost, UnderBagging, and SMOTEBagging) for class imbalance problem are implemented for binary classification. Such methods adopt ensemble methods and data re-sampling techniques to improve model performance in presence of class imbalance problem. One special feature offers the possibility to choose multiple supervised learning algorithms to build weak learners within ensemble models. References: Nitesh V. Chawla, Aleksandar Lazarevic, Lawrence O. Hall, and Kevin W. Bowyer (2003) , Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, and Amri Napolitano (2010) , R. Barandela, J. S. Sanchez, R. M. Valdovinos (2003) , Shuo Wang and Xin Yao (2009) , Yoav Freund and Robert E. Schapire (1997) .
How to cite:
"Hsiang Hao, Chen" (2017). ebmc: Ensemble-Based Methods for Class Imbalance Problem. R package version 1.0.1, https://cran.r-project.org/web/packages/ebmc. Accessed 05 Jan. 2025.
Previous versions and publish date:
1.0.0 (2017-08-29 17:44)
Other packages that cited ebmc R package
View ebmc citation profile
Other R packages that ebmc depends,
imports, suggests or enhances
Complete documentation for ebmc
Functions, R codes and Examples using
the ebmc R package
Some associated functions: adam2 . measure . predict.modelBag . predict.modelBst . rus . sbag . sbo . ub .
Some associated R codes: ebmc.R . Full ebmc package functions and examples
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
ENMeval
Runs ecological niche models over all combinations of user-defined settings (i.e., tuning), performs ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jamie M. Kass (view profile)
interplot
Plots the conditional coefficients ("marginal effects") of
variables included in multiplicative int ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Yue Hu (view profile)
uclust
Clustering and classification inference for high dimension low sample size (HDLSS) data with U-stati ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gabriela Cybis (view profile)
bama
Perform mediation analysis in the presence of high-dimensional
mediators based on the potential out ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mike Kleinsasser (view profile)
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
GFisher
Accurate and computationally efficient p-value calculation methods for a general family of Fisher ty ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Hong Zhang (view profile)