penguins_orsf

These data are copied and lightly modified from the <code>penguins</code> data in
the <a href="https://allisonhorst.github.io/palmerpenguins/">palmerpenguins</a> R
package. The only modification is removal of rows
with missing data. The data include measurements for penguin species,
island in Palmer Archipelago, size (flipper length, body mass, bill
dimensions), and sex.

datasets

Fit, interpret, and compute predictions with oblique random
forests. Includes support for partial dependence, variable importance,
passing customized functions for variable importance and identification
of linear combinations of features. Methods for the oblique random
survival forest are described in Jaeger et al., (2023)
<DOI:10.1080/10618600.2023.2231048>.

Byron Jaeger

aorsf

Accelerated Oblique Random Forests

Nicholas Pajewski

Sawyer Welden

Christopher Jackson

Marvin Wright

Lukas Burk

penguins_orsf function

A tibble with 333 rows and 8 variables:<dl>
<dt>species</dt>
<dd>a factor denoting penguin species (Adélie, Chinstrap and Gentoo)</dd><dt>island</dt>
<dd>a factor denoting island in Palmer Archipelago, Antarctica (Biscoe, Dream or Torgersen)</dd><dt>bill_length_mm</dt>
<dd>a number denoting bill length (millimeters)</dd><dt>bill_depth_mm</dt>
<dd>a number denoting bill depth (millimeters)</dd><dt>flipper_length_mm</dt>
<dd>an integer denoting flipper length (millimeters)</dd><dt>body_mass_g</dt>
<dd>an integer denoting body mass (grams)</dd><dt>sex</dt>
<dd>a factor denoting penguin sex (female, male)</dd><dt>year</dt>
<dd>an integer denoting the study year (2007, 2008, or 2009)</dd>
</dl>

Format

These data are copied and lightly modified from the <code>penguins</code> data in
the <a href='https://allisonhorst.github.io/palmerpenguins/'>palmerpenguins</a> R
package. The only modification is removal of rows
with missing data. The data include measurements for penguin species,
island in Palmer Archipelago, size (flipper length, body mass, bill
dimensions), and sex.

Size measurements for adult foraging penguins near Palmer Station, Antarctica — penguins_orsf

A tibble with 333 rows and 8 variables:<dl>
<dt>species</dt>
<dd>a factor denoting penguin species (Adélie, Chinstrap and Gentoo)</dd>

<dt>island</dt>
<dd>a factor denoting island in Palmer Archipelago, Antarctica (Biscoe, Dream or Torgersen)</dd>

<dt>bill_length_mm</dt>
<dd>a number denoting bill length (millimeters)</dd>

<dt>bill_depth_mm</dt>
<dd>a number denoting bill depth (millimeters)</dd>

<dt>flipper_length_mm</dt>
<dd>an integer denoting flipper length (millimeters)</dd>

<dt>body_mass_g</dt>
<dd>an integer denoting body mass (grams)</dd>

<dt>sex</dt>
<dd>a factor denoting penguin sex (female, male)</dd>

<dt>year</dt>
<dd>an integer denoting the study year (2007, 2008, or 2009)</dd>


</dl>

penguins_orsf: Size measurements for adult foraging penguins near Palmer Station, Antarctica

Description

Usage

Arguments

Format