Skip to content

pomodoro

Predictive Power of Linear and Tree Modeling

v3.8.0 · Mar 26, 2022 · GPL-3

Description

Runs generalized and multinominal logistic (GLM and MLM) models, as well as random forest (RF), Bagging (BAG), and Boosting (BOOST). This package prints out to predictive outcomes easy for the selected data and data splits.

Downloads

237

Last 30 days

13638th

237

Last 90 days

237

Last year

CRAN Check Status

14 NOTE
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (16 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Seyma Kalay <seymakalay@hotmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Seyma",
                    family = "Kalay",
                    role = c("aut", "cre"),
                    email = "seymakalay@hotmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Seyma Kalay <seymakalay@hotmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Seyma",
                    family = "Kalay",
                    role = c("aut", "cre"),
                    email = "seymakalay@hotmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^

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: ‘Seyma Kalay <seymakalay@hotmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Seyma",
                    family = "Kalay",
                    role = c("aut", "cre"),
                    email = "seymakalay@hotmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Seyma Kalay <seymakalay@hotmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Seyma",
                    family = "Kalay",
                    role = c("aut", "cre"),
                    email = "seymakalay@hotmail.com")
as necessary.
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) MLM_Model.Rd:31: Lost braces; missing escapes or markup?
    31 |   the weight vectors \bold{{w}^{i}} corresponds to class \eqn{i}{i}.
       |                                ^
checkRd: (-1) MLM_Model.Rd:33: Lost braces; missing escapes or markup?
    33 | We set \eqn{{\bold{{w}}^{h}} = 0} and the parameters to be learned are the weight vectors \bold{{w}^{i}}
       |                                                                                                     ^

Dependency Network

Dependencies Reverse dependencies tibble caret gbm randomForest pROC ipred pomodoro

Version History

new 3.8.0 Mar 9, 2026