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mltools

Machine Learning Tools

v0.3.5 · May 11, 2018 · MIT + file LICENSE

Description

A collection of machine learning helper functions, particularly assisting in the Exploratory Data Analysis phase. Makes heavy use of the 'data.table' package for optimal speed and memory efficiency. Highlights include a versatile bin_data() function, sparsify() for converting a data.table to sparse matrix format with one-hot encoding, fast evaluation metrics, and empirical_cdf() for calculating empirical Multivariate Cumulative Distribution Functions.

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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: ‘Ben Gorman <bgorman@GormAnalysis.com>’

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

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ben Gorman <bgorman@GormAnalysis.com>’

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

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) date_factor.Rd:22: Lost braces; missing escapes or markup?
    22 | Map a vector of dates to a factor at one of these levels {"yearmonth", "yearquarter", "quarter", "month"}
       |                                                          ^
checkRd: (-1) date_factor.Rd:13: Lost braces; missing escapes or markup?
    13 | \item
...[truncated]...

    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmse.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                              ^
checkRd: (-1) rmsle.Rd:12: Lost braces; missing escapes or markup?
    12 | \item{actuals}{A vector of actuals values in {0, 1}, or {FALSE, TRUE}}
       |                                                         ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ben Gorman <bgorman@GormAnalysis.com>’

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

CRAN incoming feasibility

Maintainer: ‘Ben Gorman <bgorman@GormAnalysis.com>’

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

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) bin_data.Rd:16: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:17: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) bin_data.Rd:22: L
...[truncated]...
               ^
checkRd: (-1) sparsify.Rd:36: Lost braces; missing escapes or markup?
    36 |                      Column names are feature_level, e.g. {"color_red", "color_blue"}
       |                                                           ^

Reverse Dependencies (8)

depends

Dependency Network

Dependencies Reverse dependencies data.table Matrix rMIDAS SlideCNA iimi processpredictR visualpred CimpleG MSclassifR liver mltools

Version History

new 0.3.5 Mar 10, 2026
updated 0.3.5 ← 0.3.4 diff May 11, 2018
updated 0.3.4 ← 0.3.3 diff Dec 4, 2017
updated 0.3.3 ← 0.3.2 diff Sep 11, 2017
updated 0.3.2 ← 0.3.1 diff Aug 27, 2017
updated 0.3.1 ← 0.3.0 diff Jul 10, 2017
updated 0.3.0 ← 0.2.0 diff Jun 27, 2017
updated 0.2.0 ← 0.1.0 diff Jan 2, 2017
new 0.1.0 Nov 26, 2016