Update README.md

README.md

@@ -92,7 +92,7 @@ Overall, we find that the model performs very well for classes that are present
 ### _Lab snippets_
 
 
-| Metric       | Worst-case (without text filter) | Best-case (without text filter) | Worst-case (with text filter) | Best-case (with text filter) | 
+| Metric       | Worst-case (no text filter) | Best-case (no text filter) | Worst-case (with text filter) | Best-case (with text filter) | 
 |--------------|------------|-----------|------------|-----------| 
 | Accuracy @ 1 | 0.22       |  0.99     | 0.63       |  1.00     | 
 | Accuracy @ 3 | 0.31       |  1.00     | 0.80       |  1.00     | 
@@ -102,7 +102,7 @@ Overall, we find that the model performs very well for classes that are present
 
 ### _Mock snippets_
 
-| Metric       | Without text filter    | With text filter       | 
+| Metric       | No text filter    | With text filter       | 
 |--------------|------------------------|------------------------| 
 | Accuracy @ 1 |  0.99                  |  0.99                  | 
 | Accuracy @ 3 |  0.99                  |  1.00                  |