formula_to_matrix

Convert formula-based model function to matrix interface

Provides a unified R6-based interface for various machine learning models with automatic interface detection, consistent cross-validation, model interpretations via numerical derivatives, and visualization. Supports both regression and classification tasks with any model function that follows R's standard modeling conventions (formula or matrix interface).

Thierry Moudiki

unifiedml

Unified Interface for Machine Learning Models

T. Moudiki

formula_to_matrix function

<dl><dt>fit_func</dt>
<dd>Function accepting formula and data</dd>
<dt>predict_func</dt>
<dd>Optional prediction function; if NULL, uses generic predict()</dd>
<dt>intercept</dt>
<dd>Include intercept in formula (default TRUE)</dd></dl>

Arguments

Convert formula-based model function to matrix interface — formula_to_matrix

<dl>

<dt>fit_func</dt>
<dd>Function accepting formula and data</dd>


<dt>predict_func</dt>
<dd>Optional prediction function; if NULL, uses generic predict()</dd>


<dt>intercept</dt>
<dd>Include intercept in formula (default TRUE)</dd>

</dl>

formula_to_matrix: Convert formula-based model function to matrix interface

Description

Usage

Value

Arguments