ConfusionTableR

Confusion Matrix Toolset

v1.0.4 · Dec 1, 2021 · MIT + file LICENSE

Description

Takes the outputs of a 'caret' confusion matrix and allows for the quick conversion of these list items to lists. The intended usage is to allow the tool to work with the outputs of machine learning classification models. This tool works with classification problems for binary and multi-classification problems and allows for the record level conversion of the confusion matrix outputs. This is useful, as it allows quick conversion of these objects for storage in database systems and to track ML model performance over time. Traditionally, this approach has been used for highlighting model representation and feature slippage.

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CRAN Check Status

14 NOTE

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	161.5s
r-devel-linux-x86_64-debian-gcc	NOTE	113.4s
r-devel-linux-x86_64-fedora-clang	NOTE	243.2s
r-devel-linux-x86_64-fedora-gcc	NOTE	279.5s
r-devel-macos-arm64	NOTE	48s
r-devel-windows-x86_64	NOTE	160s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	127s
r-oldrel-windows-x86_64	NOTE	210s
r-patched-linux-x86_64	NOTE	153.2s
r-release-linux-x86_64	NOTE	150.8s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	176s
r-release-windows-x86_64	NOTE	161s

Check details (14 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-devel-linux-x86_64-fedora-clang

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NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-devel-macos-arm64

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checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-release-macos-arm64

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checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) multi_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) multi_class_cm.Rd:22: Lost braces in \itemize; \value handles \item{}{} directly

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-devel-linux-x86_64-debian-gcc

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checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-devel-linux-x86_64-fedora-clang

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checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-release-macos-arm64

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) multi_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) multi_c

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:20: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:21: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:22: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) multi_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) multi_c

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:20: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:21: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:22: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) multi_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) multi_c

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:20: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:21: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:22: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) multi_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) multi_c

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) binary_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:20: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:21: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) binary_class_cm.Rd:22: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) multi_class_cm.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) multi_c

Reverse Dependencies (1)

imports

MLDataR

Dependency Network

Version History

new 1.0.4 Mar 9, 2026

Maintainer

Gary Hutson

Dependencies

Imports

dplyr tidyr magrittr caret purrr furrr

Suggests

knitr rmarkdown e1071 randomForest scales mlbench FeatureTerminatoR

Compilation

No compilation needed

First Published

Mar 9, 2026

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