Update README.md

README.md

@@ -64,11 +64,15 @@ The only augmentations applied were HorizontalFlips and Rotations (10 degrees) t
 | Learning Rate         | 1e-4                     |
 | Batch Size            | 32                        |
 | Epochs                | 2                        |
-| Weight Decay          | -                      |
-| Scheduler             | -         |
+| Weight Decay          | *                      |
+| Class Weight          | *                      |
+| Label Smoothing          | *                      |
+| Scheduler             | *         |
 | Mixed Precision       | Torch AMP                      |
 
 
+*parameters were intentionally left out because of poor results
+
 ## Evaluation
 The evaluation data consists of a subset of the cub-200-2011 dataset, https://paperswithcode.com/dataset/cub-200-2011
 We evaluated the model on 393 samples of the labeled dataset we were given, stratified on the label.