createEqualWidthBins

Provides functions to fit Accurate Generalized Linear Model (AGLM) models, visualize them, and predict for new data. AGLM is defined as a regularized GLM which applies a sort of feature transformations using a discretization of numerical features and specific coding methodologies of dummy variables. For more information on AGLM, see Suguru Fujita, Toyoto Tanaka, Kenji Kondo and Hirokazu Iwasawa (2020) <https://www.institutdesactuaires.com/global/gene/link.php?doc_id=16273&fg=1>.

Kenji Kondo

aglm

Accurate Generalized Linear Model

Kazuhisa Takahashi

Hikari Banno

createEqualWidthBins function

<dl><dt>left</dt>
<dd>The leftmost value of the interval to be binned.</dd>
<dt>right</dt>
<dd>The rightmost value of the interval to be binned.</dd>
<dt>nbin</dt>
<dd>The number of bins.</dd></dl>

Arguments

Author

Create bins (equal width binning) — createEqualWidthBins

<dl>

<dt>left</dt>
<dd>The leftmost value of the interval to be binned.</dd>


<dt>right</dt>
<dd>The rightmost value of the interval to be binned.</dd>


<dt>nbin</dt>
<dd>The number of bins.</dd>

</dl>

createEqualWidthBins: Create bins (equal width binning)

Description

Usage

Value

Arguments

Author