Other packages > Find by keyword >

ExNRuleEnsemble  

A k Nearest Neibour Ensemble Based on Extended Neighbourhood Rule
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ExNRuleEnsemble", "0.1.1")



Attach the package and use:
library("ExNRuleEnsemble")
Maintained by
Amjad Ali
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-14
Latest Update: 2022-12-19
Description:
The extended neighbourhood rule for the k nearest neighbour ensemble where the neighbours are determined in k steps. Starting from the first nearest observation of the test point, the algorithm identifies a single observation that is closest to the observation at the previous step. At each base learner in the ensemble, this search is extended to k steps on a random bootstrap sample with a random subset of features selected from the feature space. The final predicted class of the test point is determined by using a majority vote in the predicted classes given by all base models. Amjad Ali, Muhammad Hamraz, Naz Gul, Dost Muhammad Khan, Saeed Aldahmani, Zardad Khan (2022) .
How to cite:
Amjad Ali (2022). ExNRuleEnsemble: A k Nearest Neibour Ensemble Based on Extended Neighbourhood Rule. R package version 0.1.1, https://cran.r-project.org/web/packages/ExNRuleEnsemble
Previous versions and publish date:
0.1.0 (2022-12-14 12:50)
Other packages that cited ExNRuleEnsemble R package
View ExNRuleEnsemble citation profile
Other R packages that ExNRuleEnsemble depends, imports, suggests or enhances
Functions, R codes and Examples using the ExNRuleEnsemble R package
Some associated functions: ExNRule . ILPD . 
Some associated R codes: ExNRule.R .  Full ExNRuleEnsemble 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

mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
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  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns