<dt>type</dt>
<dd><p>A string, determines if the future task is `binary_clf` or `regression`.</p></dd>


<dt>metrics</dt>
<dd><p>A vector of metrics names. By default param set for `auto`, most important metrics are returned.
For `all` all metrics are returned. For `NULL` no metrics returned but still sorted by `sort_by`.</p></dd>


<dt>sort_by</dt>
<dd><p>String with name of metric to sort by.
For `auto` models going to be sorted by `mse` for regression and `f1` for classification.</p></dd>


