betas

Extract betas values of a model for specific observations

Model agnostic tool for decomposition of predictions from black boxes.
Break Down Table shows contributions of every variable to a final prediction.
Break Down Plot presents variable contributions in a concise graphical way.
This package work for binary classifiers and general regression models.

Przemyslaw Biecek

breakDown

Model Agnostic Explainers for Individual Predictions

Aleksandra Grudziaz

betas function

<dl><dt>object</dt>
<dd>a model</dd>
<dt>newdata</dt>
<dd>new observation(s) with columns that correspond to variables used in the model</dd>
<dt>...</dt>
<dd>unused additional parameters</dd></dl>

Arguments

Author

Extract betas values of a model for specific observations — betas

<dl>

<dt>object</dt>
<dd>a model</dd>


<dt>newdata</dt>
<dd>new observation(s) with columns that correspond to variables used in the model</dd>


<dt>...</dt>
<dd>unused additional parameters</dd>

</dl>

betas: Extract betas values of a model for specific observations

Description

Usage

Arguments

Author