sanitize

This function can operate on either a data frame or a character vector:<ul>
<li>Data frame: Detects columns whose names contain any character
 that is not a letter, number, or underscore,
 removes colons, replaces slashes with underscores, and spaces
 with underscores.</li>
<li>Character vector: Applies the same cleaning rules to every
 element of the vector.</li>
</ul>

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

sanitize function

<dl><dt>x</dt>
<dd>A data frame or character vector to be cleaned.</dd></dl>

Arguments

Clean Column Names or Character Vectors by Removing Special Characters — sanitize

<dl>

<dt>x</dt>
<dd>A data frame or character vector to be cleaned.</dd>

</dl>

sanitize: Clean Column Names or Character Vectors by Removing Special Characters

Description

Usage

Value

Arguments