 class="sd">    :param early_verbose:   Whether to print out the early stopping counter</span>
<span class="sd">    :type  early_verbose:    bool</span>

<span class="sd">    :param patience:        The amount of epochs without improvement before</span>
<span class="sd">    :type  patience:        stopping int</span>

<span class="sd">    :param rel_tol:         The relative improvement percentage that must be</span>
<span class="sd">                            achieved float</span>
<span class="sd">    :ty