ate early stopping during the training</span>
<span class="sd">    of neural networks.</span>

<span class="sd">    When called if the validation accuracy has not relative improved below a</span>
<span class="sd">    relative tolerance set by the user the a counter is incremented. If the</span>
<span class="sd">    counter passes a set value then the stop attribute is set to true. This</span>
<span class="sd">    should be used as a break condition in the training loop.</span>

<span class="sd">    If rel_t