get_best_workflows

Extracts the best workflows from a nested list of model workflows based on the provided best model names.

Streamlines the training, evaluation, and comparison of multiple machine learning models with minimal code by providing
comprehensive data preprocessing and support for a wide range of algorithms with hyperparameter tuning.
It offers performance metrics and visualization tools to facilitate efficient and effective machine learning workflows.

Selcuk Korkmaz

fastml

Fast Machine Learning Model Training and Evaluation

Dincer Goksuluk

Eda Karaismailoglu

get_best_workflows function

<dl><dt>models</dt>
<dd>A nested list of model workflows. Each element should correspond to an algorithm and contain sublists keyed by engine names.</dd>
<dt>best_model_name</dt>
<dd>A named character vector where the names represent algorithm names and the values represent the chosen best engine for each algorithm.</dd></dl>

Arguments

Get Best Workflows — get_best_workflows

<dl>

<dt>models</dt>
<dd>A nested list of model workflows. Each element should correspond to an algorithm and contain sublists keyed by engine names.</dd>


<dt>best_model_name</dt>
<dd>A named character vector where the names represent algorithm names and the values represent the chosen best engine for each algorithm.</dd>

</dl>

get_best_workflows: Get Best Workflows

Description

Usage

Value

Arguments

Details