dalex_local

DALEX function for local interpretations

Auxiliary package for better/faster analytics, visualization, data mining, and machine
learning tasks. With a wide variety of family functions, like Machine Learning, Data Wrangling,
Marketing Mix Modeling (Robyn), Exploratory, API, and Scrapper, it helps the analyst or
data scientist to get quick and robust results, without the need of repetitive coding or
advanced R programming skills.

Bernardo Lares

lares

Analytics & Machine Learning Sidekick

dalex_local function

<dl><dt>explainer</dt>
<dd>Object. Result from h2o_explainer function</dd>
<dt>observation</dt>
<dd>Data.frame. If you want to use an observation
that was not in the original explainer function, add here. Else, use row</dd>
<dt>row</dt>
<dd>Dataframe. Row number from the data.frame used in explainer.</dd>
<dt>type</dt>
<dd>Character. The type of variable attributions.
Either shap, oscillations, break_down or break_down_interactions.</dd></dl>

Arguments

DALEX Local — dalex_local

<dl>

<dt>explainer</dt>
<dd>Object. Result from h2o_explainer function</dd>


<dt>observation</dt>
<dd>Data.frame. If you want to use an observation
that was not in the original explainer function, add here. Else, use row</dd>


<dt>row</dt>
<dd>Dataframe. Row number from the data.frame used in explainer.</dd>


<dt>type</dt>
<dd>Character. The type of variable attributions.
Either shap, oscillations, break_down or break_down_interactions.</dd>

</dl>

dalex_local: DALEX Local

Description

Usage

Value

Arguments

See Also