checkFrame

checks the class of the input data.frame, makes sure that
 the specified 'df' is indeed a data.frame and more over,
 there is no column with class 'character' or 'ordered' in the
 data.frame. this function helps you ensure that your data is
 compatible with h2o R package.

Enhances the H2O platform by providing tools for detailed evaluation of machine learning models. It includes functions for bootstrapped performance evaluation, extended F-score calculations, and various other metrics, aimed at improving model assessment.

E. F. Haghish 

h2otools

Machine Learning Model Evaluation for 'h2o' Package

checkFrame function

<dl><dt>df</dt>
<dd>data.frame object to evaluate</dd>
<dt>ignore</dt>
<dd>character vector of column names that should be ignored, if any.</dd>
<dt>is.df</dt>
<dd>logical. if TRUE, it examines if the 'df' is 'data.frame'</dd>
<dt>no.char</dt>
<dd>logical. if TRUE, it examines if the 'df' has any columns of class 'character'</dd>
<dt>no.ordered</dt>
<dd>logical. if TRUE, it examines if the 'df' has any columns of class 'ordered' factors</dd></dl>

Arguments

Author

check input data.frame — checkFrame

<dl>

<dt>df</dt>
<dd>data.frame object to evaluate</dd>


<dt>ignore</dt>
<dd>character vector of column names that should be ignored, if any.</dd>


<dt>is.df</dt>
<dd>logical. if TRUE, it examines if the 'df' is 'data.frame'</dd>


<dt>no.char</dt>
<dd>logical. if TRUE, it examines if the 'df' has any columns of class 'character'</dd>


<dt>no.ordered</dt>
<dd>logical. if TRUE, it examines if the 'df' has any columns of class 'ordered' factors</dd>

</dl>

checkFrame: check input data.frame

Description

Usage

Value

Arguments

Author

Examples