OK this isn&#x27;t a very scientific test but just eyeballing some outputs for a lightly trained net (classification error about 10% whereas a fully trained net can get well below 2%) what I&#x27;m seeing is that with the test set inputs every instance I&#x27;ve looked at has had one output &gt; 0.5, most &gt; 0.7.  For random images the highest output I&#x27;m seeing is 0.27.