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ConfMatrix
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
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[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 23 Nov. 2024.
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