Other packages > Find by keyword >

OkNNE  

A k-Nearest Neighbours Ensemble via Optimal Model Selection for Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("OkNNE", "1.0.1")



Attach the package and use:
library("OkNNE")
Maintained by
Amjad Ali
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-08-13
Latest Update: 2022-12-19
Description:
Optimal k Nearest Neighbours Ensemble is an ensemble of base k nearest neighbour models each constructed on a bootstrap sample with a random subset of features. k closest observations are identified for a test point "x" (say), in each base k nearest neighbour model to fit a stepwise regression to predict the output value of "x". The final predicted value of "x" is the mean of estimates given by all the models. The implemented model takes training and test datasets and trains the model on training data to predict the test data. Ali, A., Hamraz, M., Kumam, P., Khan, D.M., Khalil, U., Sulaiman, M. and Khan, Z. (2020) .
How to cite:
Amjad Ali (2020). OkNNE: A k-Nearest Neighbours Ensemble via Optimal Model Selection for Regression. R package version 1.0.1, https://cran.r-project.org/web/packages/OkNNE. Accessed 16 Jul. 2026.
Previous versions and publish date:
1.0.0 (2020-08-13 10:20), (2026-07-09 08:15)
Other packages that cited OkNNE R package
View OkNNE citation profile
Other R packages that OkNNE depends, imports, suggests or enhances
Complete documentation for OkNNE
Functions, R codes and Examples using the OkNNE R package
Some associated functions: OKNNE . OkNNE-package . SMSA . 
Some associated R codes: OKNNE.R .  Full OkNNE package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

bbdetection  
Identification of Bull and Bear States of the Market
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency  
tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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