<repeat w="['page-blocks','pima']">
<frame title="Loss Optimization">
<split>
<que>
        <list>
        <e>First guess Loss of the Model on the training Data</e>
<e>How to evaluate this?</e>
<e>Train many models, look at the average AUC score.</e>
<e>For the alternative, take groups of 20 models, and look at the AUC score of the best model.</e>
<e>Is there a meaningfull difference between results? Give result as z\_score (#(m_1-m_2)/sqrt(s_1**2+s_2**2)#)</e>
<e>This difference depends a lot on the dataset</e>
<e>->even #LessThan(30,z)# does not mean much</e>
        </list>
        </que>
        <que>
        <i f="histone_???" wmode="True"></i>
        </que>
        </split>
        </frame>
</repeat>
