Other packages > Find by keyword >

ConfMatrix  

Confusion Matrix
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ConfMatrix", "0.1.0")



Attach the package and use:
library("ConfMatrix")
Maintained by
Silverio Vilchez-Lopez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-11-03
Latest Update: 2024-11-03
Description:
Thematic quality indices are provided to facilitate the evaluation and quality control of geospatial data products (e.g. thematic maps, remote sensing classifications, etc.). The indices offered are based on the so-called confusion matrix. This matrix is constructed by comparing the assigned classes or attributes of a set of pairs of positions or objects in the product and the ground truth. In this package it is considered that the classes of the ground truth correspond to the columns and that the classes of the product to be valued correspond to the rows. The package offers two object classes with their methods: 'ConfMatrix' (Confusion matrix) and 'QCCS' (Quality Control Columns Set). The 'ConfMatrix' class of objects offers more than 20 methods based on the confusion matrix. The 'QCCS' class of objects offers a different perspective in which the ground truth is considered to allow the values of the column marginals to be fixed, see Ariza López et al. (2019) <doi:10.3390/app9204240> and Canran Liu et al. (2007) <doi:10.1016/j.rse.2006.10.010> for more details. The package was created with 'R6'.
How to cite:
Silverio Vilchez-Lopez (2024). ConfMatrix: Confusion Matrix. R package version 0.1.0, https://cran.r-project.org/web/packages/ConfMatrix. Accessed 18 Feb. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited ConfMatrix R package
View ConfMatrix citation profile
Other R packages that ConfMatrix depends, imports, suggests or enhances
Complete documentation for ConfMatrix
Functions, R codes and Examples using the ConfMatrix R package
Full ConfMatrix 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

clustMixType  
k-Prototypes Clustering for Mixed Variable-Type Data
Functions to perform k-prototypes partitioning clustering for mixed variable-type data according to ...
Download / Learn more Package Citations See dependency  
MOSS  
Multi-Omic Integration via Sparse Singular Value Decomposition
High dimensionality, noise and heterogeneity among samples and features challenge the omic integrat ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
OptGS  
Near-Optimal Group-Sequential Designs for Continuous Outcomes
Optimal group-sequential designs minimise some function of the expected and maximum sample size whil ...
Download / Learn more Package Citations See dependency  
ppmf  
Read Census Privacy Protected Microdata Files
Implements data processing described in to align modern differentially ...
Download / Learn more Package Citations See dependency  
fclust  
Fuzzy Clustering
Algorithms for fuzzy clustering, cluster validity indices and plots for cluster validity and visuali ...
Download / Learn more Package Citations See dependency  

23,712

R Packages

205,795

Dependencies

64,332

Author Associations

23,631

Publication Badges

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