metaEnsembleR

Automated Intuitive Package for Meta-Ensemble Learning

v0.1.0 · Nov 19, 2020 · GPL (>= 2)

Description

Extends the base classes and methods of 'caret' package for integration of base learners. The user can input the number of different base learners, and specify the final learner, along with the train-validation-test data partition split ratio. The predictions on the unseen new data is the resultant of the ensemble meta-learning <https://machinelearningmastery.com/stacking-ensemble-machine-learning-with-python/> of the heterogeneous learners aimed to reduce the generalization error in the predictive models. It significantly lowers the barrier for the practitioners to apply heterogeneous ensemble learning techniques in an amateur fashion to their everyday predictive problems.

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14 NOTE

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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	36.6s
r-devel-linux-x86_64-debian-gcc	NOTE	26.9s
r-devel-linux-x86_64-fedora-clang	NOTE	54.3s
r-devel-linux-x86_64-fedora-gcc	NOTE	64.5s
r-devel-macos-arm64	NOTE	16s
r-devel-windows-x86_64	NOTE	56s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	41s
r-oldrel-windows-x86_64	NOTE	66s
r-patched-linux-x86_64	NOTE	32.1s
r-release-linux-x86_64	NOTE	32.3s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	44s
r-release-windows-x86_64	NOTE	55s

Check details (18 non-OK)

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

CRAN incoming feasibility

Maintainer: ‘Ajay Arunachalam <ajay.arunachalam08@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Ajay",
                    family = "Arunachalam",
                    role = c("aut", "cre"),
                    email = "ajay.arunachalam08@gmail.com")
as necessary.

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

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ajay Arunachalam <ajay.arunachalam08@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Ajay",
                    family = "Arunachalam",
                    role = c("aut", "cre"),
                    email = "ajay.arunachalam08@gmail.com")
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘e1071’ ‘gbm’ ‘ggplot2’ ‘graphics’ ‘randomForest’
  All declared Imports should be used.

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

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

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

dependencies in R code

Namespaces in Imports field not imported from:
  ‘e1071’ ‘gbm’ ‘ggplot2’ ‘graphics’ ‘randomForest’
  All declared Imports should be used.

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction labels.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction values.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:48: Lost braces
    48 |   {ensembler_return[2]}{Prediction values.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces; missing escapes or markup?
    49 |   {ensembler_return[3]}{Model Result.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:49: Lost braces
    49 |   {ensembler_return[3]}{Model Result.}
       |                        ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces; missing escapes or markup?
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |   ^
checkRd: (-1) ensembler.regression.Rd:50: Lost braces
    50 |   {ensembler_return[4]}{Unseen data predictions.}
       |                        ^

Check History

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

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

CRAN incoming feasibility

Maintainer: ‘Ajay Arunachalam <ajay.arunachalam08@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Ajay",
                    family = "Arunachalam",
                    role = c("aut", "cre"),
                    email = "ajay.arunachalam08@gmail.com")
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ajay Arunachalam <ajay.arunachalam08@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Ajay",
                    family = "Arunachalam",
                    role = c("aut", "cre"),
                    email = "ajay.arunachalam08@gmail.com")
as necessary.

NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘e1071’ ‘gbm’ ‘ggplot2’ ‘graphics’ ‘randomForest’
  All declared Imports should be used.

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

dependencies in R code

Namespaces in Imports field not imported from:
  ‘e1071’ ‘gbm’ ‘ggplot2’ ‘graphics’ ‘randomForest’
  All declared Imports should be used.

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) ensembler.classifier.Rd:47: Lost braces; missing escapes or markup?
    47 |   {ensembler_return[1]}{Test data predictions.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:47: Lost braces
    47 |   {ensembler_return[1]}{Test data predictions.}
       |                        ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces; missing escapes or markup?
    48 |   {ensembler_return[2]}{Prediction labels.}
       |   ^
checkRd: (-1) ensembler.classifier.Rd:48: Lost braces

Dependency Network

Version History

new 0.1.0 Mar 9, 2026

Maintainer

Ajay Arunachalam

Dependencies

Depends

gridExtra

Imports

caret ggplot2 graphics e1071 gbm randomForest

Suggests

knitr R.rsp

Compilation

No compilation needed

First Published

Mar 9, 2026

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