Other packages > Find by keyword >

EMMIXSSL  

Semi-Supervised Gaussian Mixture Model with a Missing-Data Mechanism
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EMMIXSSL", "1.1.1")



Attach the package and use:
library("EMMIXSSL")
Maintained by
Ziyang Lyu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-08
Latest Update: 2022-10-18
Description:
The algorithm of semi-supervised learning based on finite Gaussian mixture models with a missing-data mechanism is designed for a fitting g-class Gaussian mixture model via maximum likelihood (ML). It is proposed to treat the labels of the unclassified features as missing-data and to introduce a framework for their missing as in the pioneering work of Rubin (1976) for missing in incomplete data analysis. This dependency in the missingness pattern can be leveraged to provide additional information about the optimal classifier as specified by Bayes
How to cite:
Ziyang Lyu (2022). EMMIXSSL: Semi-Supervised Gaussian Mixture Model with a Missing-Data Mechanism. R package version 1.1.1, https://cran.r-project.org/web/packages/EMMIXSSL. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.1.0 (2022-02-08 12:00)
Other packages that cited EMMIXSSL R package
View EMMIXSSL citation profile
Other R packages that EMMIXSSL depends, imports, suggests or enhances
Complete documentation for EMMIXSSL
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  
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  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
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  
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  
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  

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